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Language and Information Technologies

Publications

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- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Video Video Video Project
- AgentInstruct: Toward Generative Teaching with Agentic Flows
  
  Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
  
  July 2024
  
  PDF Publication Video Project Project
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Video Download Download Project
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Video Project
- You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks
  
  Zenghui Yuan, Pan Zhou, Kai Zou, Yu Cheng
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023) | June 2023
  
  Publication
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
  
  Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata (Subho) Mukherjee, Yuchen Liu, Dongkuan Xu
  
  arXiv: Computation and Language | May 2023
  
  Publication
- A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training
  
  Nitay Calderon, Subhabrata (Subho) Mukherjee, Roi Reichart, Amir Kantor
  
  ACL 2023 | May 2023
  
  Publication
- Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
  
  Qingru Zhang, Minshuo Chen, Alexander Bukharin, Pengcheng He, Yu Cheng, Weizhu Chen, Tuo Zhao
  
  11th International Conference on Learning Representations (ICLR 2023) | May 2023
  
  Publication
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Project
- What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
  
  EACL | April 2023
  
  Publication Project Project Project
- Accelerating Dataset Distillation via Model Augmentation
  
  Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata (Subho) Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu
  
  2023 Computer Vision and Pattern Recognition | March 2023
  
  Highlight paper (2.5%)
  
  Publication
- ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
  
  Yue Zhao, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Robert McCann, Ahmed Awadallah
  
  AAAI | January 2023
  
  Publication
- Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis
  
  Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- Hypotheses Tree Building for One-Shot Temporal Sentence Localization
  
  Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Project
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Project Project
- LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
  
  Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
  
  NeurIPS 2022 | December 2022
  
  Publication Project
- M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
  
  Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang
  
  36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
  
  Publication
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
  
  Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding
  
  Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align
  
  Ziyu Jiang, Tianlong Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
  
  Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction
  
  Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- SemAttack: Natural Textual Attacks via Different Semantic Spaces
  
  Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li
  
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | August 2022
  
  Publication
- A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models
  
  Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren
  
  ACL 2022 | July 2022
  
  Publication
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Project
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Project Project
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- Efficient Robust Training via Backward Smoothing
  
  Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
  
  Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Playing Lottery Tickets with Vision and Language
  
  Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- Unsupervised Temporal Video Grounding with Deep Semantic Clustering
  
  Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Compositional Generalization for Natural Language Interfaces
  
  Saghar Hosseini, Ahmed Awadallah, Yu Su
  
  arXiv: Computation and Language | December 2021
  
  Publication
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- Chasing Sparsity in Vision Transformers: An End-to-End Exploration
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Project
- Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- Fairness via Representation Neutralization
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication Project
- VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
  
  Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
  
  Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  EMNLP 2021 (Findings) | November 2021
  
  Publication
- Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU
  
  Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee
  
  EMNLP 2021 | November 2021
  
  Publication Project Project
- Adaptive Learning Rates with Maximum Variation Averaging
  
  Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein
  
  European Conference on Machine Learning (ECML 2021) | September 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Project
- A Dataset and Baselines for Multilingual Reply Suggestion
  
  Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Project
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Project
- XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | June 2021
  
  arXiv:2106.04563
  
  Publication Github Project Project
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project
- Self-training with Weak Supervision
  
  Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project Project
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Project
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Gonzalo Ramos, Bongshin Lee
  
  Annual Conference on Intelligent User Interfaces | April 2021
  
  Publication Project
- Meta Label Correction for Noisy Label Learning
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  AAAI 2021 | February 2021
  
  PDF Github Project Project
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Project
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Project
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Project
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Project
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project Project
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Project Project
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Complementary Auxiliary Classifiers for Label-Conditional Text Generation
  
  Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao
  
  AAAI 2020 | February 2020
  
  Publication
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- Meta Label Correction for Learning with Weak Supervision
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  1911.03809 | November 2019
  
  Published by arXiv
  
  Publication
- STANCY: Stance Classification Based on Consistency Cues
  
  Kashyap Popat, Subhabrata (Subho) Mukherjee, Andrew Yates, Gerhard Weikum
  
  EMNLP | November 2019
  
  Publication Project
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Project
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Project
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  The 27th International Web Conference (WWW 2018) | April 2018
  
  Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
  
  Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM ’17) | December 2017
  
  Publication Publication Download Project
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
  
  Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
  
  2017 Conference on Information and Knowledge Management | November 2017
  
  DOI
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR ’17) | November 2017
  
  Publication Publication Project
- User Interaction Sequences for Search Satisfaction Prediction
  
  Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
  
  The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
  
  Publication Publication
- Identifying User Sessions in Interactions with Intelligent Assistants
  
  Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
  
  The 26th International World Wide Web Conference (WWW 2017) | April 2017
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Interactional Conference on Information and Knowledge Management (CIKM ’16) | October 2016
  
  Publication
- Identifying Earmarks in Congressional Bills
  
  Ellery Wulczyn, Madian Khabsa, Vrushank Vora, Matthew Heston, Joe Walsh, Christopher Berry, Rayid Ghani
  
  Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) | August 2016
  
  Publication Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Activity Modeling in Email
  
  Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
  
  The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
  
  International World Wide Web Conference (WWW ’16) | April 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Supporting Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
  
  Publication
- Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
  
  Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
  
  The 23rd International World Wide Web Conference (WWW 2014) | April 2014
  
  Publication Publication
- Modeling Dwell Time to Predict Click-level Satsifaction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Struggling or Exploring? Disambiguating Search Sessions
  
  Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
  
  7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
  
  Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
  
  ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
  
  Publication
- Identifying Web Search Query Reformulation using Concept based Matching
  
  Ahmed Awadallah
  
  October 2013
  
  Publication
- Personalized Models of Search Satisfaction
  
  Ahmed Awadallah, Ryen W. White
  
  October 2013
  
  Publication
- Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
  
  Yi-Min Wang, Ryen W. White, Ahmed Awadallah
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
  
  Publication
- Playing by the Rules: Mining Query Associations to Predict Search Performance
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
  
  February 2013
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- Task Tours: Helping Users Tackle Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White
  
  CIKM ’12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
  
  Publication
- A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
  
  Ahmed Awadallah, Yang Song, Li-wei He
  
  ACM Conference on Information and Knowledge Management (CIKM) | October 2011
  
  Publication Publication

- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Video Video Video Project
- AgentInstruct: Toward Generative Teaching with Agentic Flows
  
  Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
  
  July 2024
  
  PDF Publication Video Project Project
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Video Download Download Project
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Video Project
- You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks
  
  Zenghui Yuan, Pan Zhou, Kai Zou, Yu Cheng
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023) | June 2023
  
  Publication
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
  
  Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata (Subho) Mukherjee, Yuchen Liu, Dongkuan Xu
  
  arXiv: Computation and Language | May 2023
  
  Publication
- A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training
  
  Nitay Calderon, Subhabrata (Subho) Mukherjee, Roi Reichart, Amir Kantor
  
  ACL 2023 | May 2023
  
  Publication
- Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
  
  Qingru Zhang, Minshuo Chen, Alexander Bukharin, Pengcheng He, Yu Cheng, Weizhu Chen, Tuo Zhao
  
  11th International Conference on Learning Representations (ICLR 2023) | May 2023
  
  Publication
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Project
- Accelerating Dataset Distillation via Model Augmentation
  
  Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata (Subho) Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu
  
  2023 Computer Vision and Pattern Recognition | March 2023
  
  Highlight paper (2.5%)
  
  Publication
- ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
  
  Yue Zhao, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Robert McCann, Ahmed Awadallah
  
  AAAI | January 2023
  
  Publication
- Hypotheses Tree Building for One-Shot Temporal Sentence Localization
  
  Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis
  
  Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Project
- Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding
  
  Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
  
  Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
  
  Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang
  
  36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
  
  Publication
- LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
  
  Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
  
  NeurIPS 2022 | December 2022
  
  Publication Project
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Project Project
- Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align
  
  Ziyu Jiang, Tianlong Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction
  
  Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
  
  Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- SemAttack: Natural Textual Attacks via Different Semantic Spaces
  
  Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li
  
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | August 2022
  
  Publication
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models
  
  Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren
  
  ACL 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Project
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Project Project
- Unsupervised Temporal Video Grounding with Deep Semantic Clustering
  
  Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
  
  Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Playing Lottery Tickets with Vision and Language
  
  Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- Efficient Robust Training via Backward Smoothing
  
  Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Project
- VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
  
  Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Chasing Sparsity in Vision Transformers: An End-to-End Exploration
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication Project
- Fairness via Representation Neutralization
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Adaptive Learning Rates with Maximum Variation Averaging
  
  Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein
  
  European Conference on Machine Learning (ECML 2021) | September 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Project
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Project
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Project
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Project
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Gonzalo Ramos, Bongshin Lee
  
  Annual Conference on Intelligent User Interfaces | April 2021
  
  Publication Project
- Meta Label Correction for Noisy Label Learning
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  AAAI 2021 | February 2021
  
  PDF Github Project Project
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Project
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Project
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Project
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project Project
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Project Project
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Complementary Auxiliary Classifiers for Label-Conditional Text Generation
  
  Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao
  
  AAAI 2020 | February 2020
  
  Publication
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- STANCY: Stance Classification Based on Consistency Cues
  
  Kashyap Popat, Subhabrata (Subho) Mukherjee, Andrew Yates, Gerhard Weikum
  
  EMNLP | November 2019
  
  Publication Project
- Meta Label Correction for Learning with Weak Supervision
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  1911.03809 | November 2019
  
  Published by arXiv
  
  Publication
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Project
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Project
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  The 27th International Web Conference (WWW 2018) | April 2018
  
  Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
  
  Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM ’17) | December 2017
  
  Publication Publication Download Project
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR ’17) | November 2017
  
  Publication Publication Project
- Identifying Earmarks in Congressional Bills
  
  Ellery Wulczyn, Madian Khabsa, Vrushank Vora, Matthew Heston, Joe Walsh, Christopher Berry, Rayid Ghani
  
  Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) | August 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
  
  Publication Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Video Download Download Project
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Video Project
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
  
  Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata (Subho) Mukherjee, Yuchen Liu, Dongkuan Xu
  
  arXiv: Computation and Language | May 2023
  
  Publication
- A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training
  
  Nitay Calderon, Subhabrata (Subho) Mukherjee, Roi Reichart, Amir Kantor
  
  ACL 2023 | May 2023
  
  Publication
- Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
  
  Qingru Zhang, Minshuo Chen, Alexander Bukharin, Pengcheng He, Yu Cheng, Weizhu Chen, Tuo Zhao
  
  11th International Conference on Learning Representations (ICLR 2023) | May 2023
  
  Publication
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Project
- What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
  
  EACL | April 2023
  
  Publication Project Project Project
- ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
  
  Yue Zhao, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Robert McCann, Ahmed Awadallah
  
  AAAI | January 2023
  
  Publication
- Hypotheses Tree Building for One-Shot Temporal Sentence Localization
  
  Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Project
- Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding
  
  Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
  
  Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
  
  Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang
  
  36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
  
  Publication
- LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
  
  Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
  
  NeurIPS 2022 | December 2022
  
  Publication Project
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Project Project
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
  
  Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- SemAttack: Natural Textual Attacks via Different Semantic Spaces
  
  Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li
  
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | August 2022
  
  Publication
- A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models
  
  Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren
  
  ACL 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Project
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Project Project
- Unsupervised Temporal Video Grounding with Deep Semantic Clustering
  
  Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
  
  Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Playing Lottery Tickets with Vision and Language
  
  Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- Compositional Generalization for Natural Language Interfaces
  
  Saghar Hosseini, Ahmed Awadallah, Yu Su
  
  arXiv: Computation and Language | December 2021
  
  Publication
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Project
- VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
  
  Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
  
  Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  EMNLP 2021 (Findings) | November 2021
  
  Publication
- Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU
  
  Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee
  
  EMNLP 2021 | November 2021
  
  Publication Project Project
- Adaptive Learning Rates with Maximum Variation Averaging
  
  Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein
  
  European Conference on Machine Learning (ECML 2021) | September 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Project
- A Dataset and Baselines for Multilingual Reply Suggestion
  
  Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | June 2021
  
  arXiv:2106.04563
  
  Publication Github Project Project
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Project
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Project
- Self-training with Weak Supervision
  
  Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project Project
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Project
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Project
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Project
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Project
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Project
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project Project
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Project Project
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- STANCY: Stance Classification Based on Consistency Cues
  
  Kashyap Popat, Subhabrata (Subho) Mukherjee, Andrew Yates, Gerhard Weikum
  
  EMNLP | November 2019
  
  Publication Project
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Project
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Project
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
  
  Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM ’17) | December 2017
  
  Publication Publication Download Project
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR ’17) | November 2017
  
  Publication Publication Project
- Activity Modeling in Email
  
  Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
  
  The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
  
  Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Video Video Video Project
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR ’17) | November 2017
  
  Publication Publication Project
- You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks
  
  Zenghui Yuan, Pan Zhou, Kai Zou, Yu Cheng
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023) | June 2023
  
  Publication
- Accelerating Dataset Distillation via Model Augmentation
  
  Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata (Subho) Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu
  
  2023 Computer Vision and Pattern Recognition | March 2023
  
  Highlight paper (2.5%)
  
  Publication
- Hypotheses Tree Building for One-Shot Temporal Sentence Localization
  
  Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis
  
  Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding
  
  Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
  
  Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang
  
  36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
  
  Publication
- Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align
  
  Ziyu Jiang, Tianlong Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction
  
  Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
  
  Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models
  
  Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren
  
  ACL 2022 | July 2022
  
  Publication
- Unsupervised Temporal Video Grounding with Deep Semantic Clustering
  
  Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
  
  Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Playing Lottery Tickets with Vision and Language
  
  Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- Efficient Robust Training via Backward Smoothing
  
  Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
  
  Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Chasing Sparsity in Vision Transformers: An End-to-End Exploration
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication Project
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Project
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Project
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Project
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  The 27th International Web Conference (WWW 2018) | April 2018
  
  Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
  
  Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
  
  2017 Conference on Information and Knowledge Management | November 2017
  
  DOI
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR ’17) | November 2017
  
  Publication Publication Project
- User Interaction Sequences for Search Satisfaction Prediction
  
  Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
  
  The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
  
  Publication Publication
- Identifying User Sessions in Interactions with Intelligent Assistants
  
  Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
  
  The 26th International World Wide Web Conference (WWW 2017) | April 2017
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Interactional Conference on Information and Knowledge Management (CIKM ’16) | October 2016
  
  Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
  
  International World Wide Web Conference (WWW ’16) | April 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Supporting Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
  
  Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
  
  Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
  
  The 23rd International World Wide Web Conference (WWW 2014) | April 2014
  
  Publication Publication
- Modeling Dwell Time to Predict Click-level Satsifaction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Struggling or Exploring? Disambiguating Search Sessions
  
  Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
  
  7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Personalized Models of Search Satisfaction
  
  Ahmed Awadallah, Ryen W. White
  
  October 2013
  
  Publication
- Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
  
  Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
  
  ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
  
  Publication
- Identifying Web Search Query Reformulation using Concept based Matching
  
  Ahmed Awadallah
  
  October 2013
  
  Publication
- Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
  
  Yi-Min Wang, Ryen W. White, Ahmed Awadallah
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
  
  Publication
- Playing by the Rules: Mining Query Associations to Predict Search Performance
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
  
  February 2013
  
  Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- Task Tours: Helping Users Tackle Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White
  
  CIKM ’12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
  
  Ahmed Awadallah, Yang Song, Li-wei He
  
  ACM Conference on Information and Knowledge Management (CIKM) | October 2011
  
  Publication Publication

- AgentInstruct: Toward Generative Teaching with Agentic Flows
  
  Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
  
  July 2024
  
  PDF Publication Video Project Project
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Video Download Download Project
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Video Video Video Project
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks
  
  Zenghui Yuan, Pan Zhou, Kai Zou, Yu Cheng
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023) | June 2023
  
  Publication
- A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training
  
  Nitay Calderon, Subhabrata (Subho) Mukherjee, Roi Reichart, Amir Kantor
  
  ACL 2023 | May 2023
  
  Publication
- Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
  
  Qingru Zhang, Minshuo Chen, Alexander Bukharin, Pengcheng He, Yu Cheng, Weizhu Chen, Tuo Zhao
  
  11th International Conference on Learning Representations (ICLR 2023) | May 2023
  
  Publication
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Project
- What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
  
  EACL | April 2023
  
  Publication Project Project Project
- Accelerating Dataset Distillation via Model Augmentation
  
  Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata (Subho) Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu
  
  2023 Computer Vision and Pattern Recognition | March 2023
  
  Highlight paper (2.5%)
  
  Publication
- ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
  
  Yue Zhao, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Robert McCann, Ahmed Awadallah
  
  AAAI | January 2023
  
  Publication
- Hypotheses Tree Building for One-Shot Temporal Sentence Localization
  
  Daizong Liu, Xiang Fang, Pan Zhou, Xing Di, Weining Lu, Yu Cheng
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis
  
  Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang
  
  In Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI 2023) | January 2023
  
  Publication
- Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding
  
  Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
  
  Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin
  
  Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
- M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
  
  Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang
  
  36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
  
  Publication
- LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
  
  Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
  
  NeurIPS 2022 | December 2022
  
  Publication Project
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Project Project
- Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align
  
  Ziyu Jiang, Tianlong Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Point Cloud Domain Adaptation via Masked Local 3D Structure Prediction
  
  Hanxue Liang, Hehe Fan, Zhiwen Fan, Yi Wang, Tianlong Chen, Yu Cheng, Zhangyang Wang
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
  
  Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
  
  European Conference on Computer Vision (ECCV 2022) | October 2022
  
  Publication
- SemAttack: Natural Textual Attacks via Different Semantic Spaces
  
  Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li
  
  Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | August 2022
  
  Publication
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models
  
  Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren
  
  ACL 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Project
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- Unsupervised Temporal Video Grounding with Deep Semantic Clustering
  
  Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
  
  Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Playing Lottery Tickets with Vision and Language
  
  Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  AAAI 2022 | February 2022
  
  Publication Project
- Efficient Robust Training via Backward Smoothing
  
  Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu
  
  Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
  
  Publication
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Project
- VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
  
  Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Chasing Sparsity in Vision Transformers: An End-to-End Exploration
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective
  
  Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- The Elastic Lottery Ticket Hypothesis
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Jingjing Liu, Zhangyang Wang
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication Project
- Fairness via Representation Neutralization
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
  
  Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  EMNLP 2021 (Findings) | November 2021
  
  Publication
- Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU
  
  Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee
  
  EMNLP 2021 | November 2021
  
  Publication Project Project
- Adaptive Learning Rates with Maximum Variation Averaging
  
  Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein
  
  European Conference on Machine Learning (ECML 2021) | September 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Project
- A Dataset and Baselines for Multilingual Reply Suggestion
  
  Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Project
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Project
- Self-training with Weak Supervision
  
  Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project Project
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Project
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Project
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Gonzalo Ramos, Bongshin Lee
  
  Annual Conference on Intelligent User Interfaces | April 2021
  
  Publication Project
- Meta Label Correction for Noisy Label Learning
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  AAAI 2021 | February 2021
  
  PDF Github Project Project
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Project
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Project
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Project
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Project
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Project Project
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Complementary Auxiliary Classifiers for Label-Conditional Text Generation
  
  Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao
  
  AAAI 2020 | February 2020
  
  Publication
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- STANCY: Stance Classification Based on Consistency Cues
  
  Kashyap Popat, Subhabrata (Subho) Mukherjee, Andrew Yates, Gerhard Weikum
  
  EMNLP | November 2019
  
  Publication Project
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Project
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  Xiao Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  The 27th International Web Conference (WWW 2018) | April 2018
  
  Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  arXiv:1712.09185; To Appear in AAAI 2018 | January 2018
  
  Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM ’17) | December 2017
  
  Publication Publication Download Project
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
  
  Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
  
  2017 Conference on Information and Knowledge Management | November 2017
  
  DOI
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR ’17) | November 2017
  
  Publication Publication Project
- User Interaction Sequences for Search Satisfaction Prediction
  
  Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
  
  The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
  
  Publication Publication
- Identifying User Sessions in Interactions with Intelligent Assistants
  
  Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
  
  The 26th International World Wide Web Conference (WWW 2017) | April 2017
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Interactional Conference on Information and Knowledge Management (CIKM ’16) | October 2016
  
  Publication
- Identifying Earmarks in Congressional Bills
  
  Ellery Wulczyn, Madian Khabsa, Vrushank Vora, Matthew Heston, Joe Walsh, Christopher Berry, Rayid Ghani
  
  Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) | August 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
  
  Publication Publication
- Activity Modeling in Email
  
  Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
  
  The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
  
  International World Wide Web Conference (WWW ’16) | April 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Supporting Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
  
  Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
  
  Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
  
  The 23rd International World Wide Web Conference (WWW 2014) | April 2014
  
  Publication Publication
- Modeling Dwell Time to Predict Click-level Satsifaction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Struggling or Exploring? Disambiguating Search Sessions
  
  Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
  
  7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Personalized Models of Search Satisfaction
  
  Ahmed Awadallah, Ryen W. White
  
  October 2013
  
  Publication
- Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
  
  Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
  
  ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
  
  Publication
- Identifying Web Search Query Reformulation using Concept based Matching
  
  Ahmed Awadallah
  
  October 2013
  
  Publication
- Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
  
  Yi-Min Wang, Ryen W. White, Ahmed Awadallah
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
  
  Publication
- Playing by the Rules: Mining Query Associations to Predict Search Performance
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
  
  February 2013
  
  Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- Task Tours: Helping Users Tackle Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White
  
  CIKM ’12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
  
  Ahmed Awadallah, Yang Song, Li-wei He
  
  ACM Conference on Information and Knowledge Management (CIKM) | October 2011
  
  Publication Publication
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Video Project
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
  
  Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata (Subho) Mukherjee, Yuchen Liu, Dongkuan Xu
  
  arXiv: Computation and Language | May 2023
  
  Publication
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Project
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Project Project
- Compositional Generalization for Natural Language Interfaces
  
  Saghar Hosseini, Ahmed Awadallah, Yu Su
  
  arXiv: Computation and Language | December 2021
  
  Publication
- XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | June 2021
  
  arXiv:2106.04563
  
  Publication Github Project Project
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Project Project
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Project
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- Meta Label Correction for Learning with Weak Supervision
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  1911.03809 | November 2019
  
  Published by arXiv
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) edition edition
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication