Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement. - Hany Hassan; Ahmed Hassan Awadallah; Ossama Emam (EMNLP, 2006)

Tracking the Dynamic Evolution of Participants Salience in a Discussion. - Ahmed Hassan Awadallah; Anthony Fader; Michael H. Crespin; Kevin M. Quinn; Burt L. Monroe; Michael Colaresi; Dragomir R. Radev (COLING, 2008)

Geographic features in web search retrieval. - Rosie Jones; Ahmed Hassan Awadallah; Fernando Diaz 001 (GIR, 2008)

Language Independent Text Correction using Finite State Automata. - Ahmed Hassan Awadallah; Sara Noeman; Hany Hassan (IJCNLP, 2008)

A case study of using geographic cues to predict query news intent. - Ahmed Hassan Awadallah; Rosie Jones; Fernando Diaz 001 (GIS, 2009)

Content Based Recommendation and Summarization in the Blogosphere. - Ahmed Hassan Awadallah; Dragomir R. Radev; Junghoo Cho; Amruta Joshi (ICWSM, 2009)

Using Citations to Generate surveys of Scientific Paradigms. - Saif M. Mohammad; Bonnie J. Dorr; Melissa Egan; Ahmed Hassan Awadallah; Pradeep Muthukrishnan; Vahed Qazvinian; Dragomir R. Radev; David M. Zajic (HLT-NAACL, 2009)

Identifying Text Polarity Using Random Walks. - Ahmed Hassan Awadallah; Dragomir R. Radev (ACL, 2010)

What's with the Attitude? Identifying Sentences with Attitude in Online Discussions. - Ahmed Hassan Awadallah; Vahed Qazvinian; Dragomir R. Radev (EMNLP, 2010)

Beyond DCG: user behavior as a predictor of a successful search. - Ahmed Hassan Awadallah; Rosie Jones; Kristina Lisa Klinkner (WSDM, 2010)

Identifying the Semantic Orientation of Foreign Words. - Ahmed Hassan Awadallah; Amjad Abu-Jbara; Rahul Jha; Dragomir R. Radev (ACL (2), 2011)

A task level metric for measuring web search satisfaction and its application on improving relevance estimation. - Ahmed Hassan Awadallah; Yang Song 008; Li-wei He (CIKM, 2011)

The effect of linguistic constraints on the large scale organization of language - Madhav Krishna; Ahmed Hassan Awadallah; Yang Liu 019; Dragomir R. Radev (CoRR, 2011)

Improving Image Search based on User Created Communities - Amruta Joshi; Junghoo Cho; Dragomir R. Radev; Ahmed Hassan Awadallah (CoRR, 2011)

Identifying Roles in Social Networks using Linguistic Analysis. - Ahmed Hassan Awadallah (2011)

Task tours: helping users tackle complex search tasks. - Ahmed Hassan Awadallah; Ryen W. White (CIKM, 2012)

Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants. - Ahmed Hassan Awadallah; Amjad Abu-Jbara; Dragomir R. Radev (EMNLP-CoNLL, 2012)

AttitudeMiner: Mining Attitude from Online Discussions. - Amjad Abu-Jbara; Ahmed Hassan Awadallah; Dragomir R. Radev (HLT-NAACL, 2012)

Extracting Signed Social Networks from Text. - Ahmed Hassan Awadallah; Amjad Abu-Jbara; Dragomir R. Radev (TextGraphs@ACL, 2012)

Beyond clicks: query reformulation as a predictor of search satisfaction. - Ahmed Hassan Awadallah; Xiaolin Shi; Nick Craswell; Bill Ramsey (CIKM, 2013)

Personalized models of search satisfaction. - Ahmed Hassan Awadallah; Ryen W. White (CIKM, 2013)

Toward self-correcting search engines: using underperforming queries to improve search. - Ahmed Hassan Awadallah; Ryen W. White; Yi-Min Wang (SIGIR, 2013)

Playing by the rules: mining query associations to predict search performance. - Youngho Kim; Ahmed Hassan Awadallah; Ryen W. White; Yi-Min Wang (WSDM, 2013)

Enhancing personalized search by mining and modeling task behavior. - Ryen W. White; Wei Chu; Ahmed Hassan Awadallah; Xiaodong He 001; Yang Song 008; Hongning Wang (WWW, 2013)

Supporting Complex Search Tasks. - Ahmed Hassan Awadallah; Ryen W. White; Patrick Pantel; Susan T. Dumais; Yi-Min Wang (CIKM, 2014)

Machine-Assisted Search Preference Evaluation. - Ahmed Hassan Awadallah; Imed Zitouni (CIKM, 2014)

Comparing client and server dwell time estimates for click-level satisfaction prediction. - Youngho Kim; Ahmed Hassan Awadallah; Ryen W. White; Imed Zitouni (SIGIR, 2014)

Enhancing personalization via search activity attribution. - Adish Singla; Ryen W. White; Ahmed Hassan Awadallah; Eric Horvitz (SIGIR, 2014)

Context-aware web search abandonment prediction. - Yang Song 008; Xiaolin Shi; Ryen White; Ahmed Hassan Awadallah (SIGIR, 2014)

Modeling action-level satisfaction for search task satisfaction prediction. - Hongning Wang; Yang Song 008; Ming-Wei Chang; Xiaodong He 001; Ahmed Hassan Awadallah; Ryen W. White (SIGIR, 2014)

Struggling or exploring?: disambiguating long search sessions. - Ahmed Hassan Awadallah; Ryen W. White; Susan T. Dumais; Yi-Min Wang (WSDM, 2014)

Modeling dwell time to predict click-level satisfaction. - Youngho Kim; Ahmed Hassan Awadallah; Ryen W. White; Imed Zitouni (WSDM, 2014)

Contextual and dimensional relevance judgments for reusable SERP-level evaluation. - Peter B. Golbus; Imed Zitouni; Jin Young Kim 005; Ahmed Hassan Awadallah; Fernando Diaz 001 (WWW, 2014)

From devices to people: attribution of search activity in multi-user settings. - Ryen W. White; Ahmed Hassan Awadallah; Adish Singla; Eric Horvitz (WWW, 2014)

A Random Walk-Based Model for Identifying Semantic Orientation. - Ahmed Hassan Awadallah; Amjad Abu-Jbara; Wanchen Lu; Dragomir R. Radev (Comput. Linguistics, 2014)

Content Bias in Online Health Search. - Ryen W. White; Ahmed Hassan Awadallah (ACM Trans. Web, 2014)

Characterizing and Predicting Voice Query Reformulation. - Ahmed Hassan Awadallah; Ranjitha Gurunath Kulkarni; Umut Ozertem; Rosie Jones (CIKM, 2015)

Struggling and Success in Web Search. - Daan Odijk; Ryen W. White; Ahmed Hassan Awadallah; Susan T. Dumais (CIKM, 2015)

Personalizing Search on Shared Devices. - Ryen W. White; Ahmed Hassan Awadallah (SIGIR, 2015)

Understanding and Predicting Graded Search Satisfaction. - Jiepu Jiang; Ahmed Hassan Awadallah; Xiaolin Shi; Ryen W. White (WSDM, 2015)

Automatic Online Evaluation of Intelligent Assistants. - Jiepu Jiang; Ahmed Hassan Awadallah; Rosie Jones; Umut Ozertem; Imed Zitouni; Ranjitha Gurunath Kulkarni; Omar Zia Khan (WWW, 2015)

Understanding User Satisfaction with Intelligent Assistants. - Julia Kiseleva; Kyle Williams 001; Jiepu Jiang; Ahmed Hassan Awadallah; Aidan C. Crook; Imed Zitouni; Tasos Anastasakos (CHIIR, 2016)

Learning to Account for Good Abandonment in Search Success Metrics. - Madian Khabsa; Aidan C. Crook; Ahmed Hassan Awadallah; Imed Zitouni; Tasos Anastasakos; Kyle Williams 001 (CIKM, 2016)

Activity Modeling in Email. - Ashequl Qadir; Michael Gamon; Patrick Pantel; Ahmed Hassan Awadallah (HLT-NAACL, 2016)

Predicting User Satisfaction with Intelligent Assistants. - Julia Kiseleva; Kyle Williams 001; Ahmed Hassan Awadallah; Aidan C. Crook; Imed Zitouni; Tasos Anastasakos (SIGIR, 2016)

Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search. - Kyle Williams 001; Julia Kiseleva; Aidan C. Crook; Imed Zitouni; Ahmed Hassan Awadallah; Madian Khabsa (SIGIR, 2016)

MSR System Description - TAC 2016 KBP Cold Start Slof Filling Track. - Rodrigo Nogueira; Taesup Kim; Abdel-rahman Mohamed; Ahmed Hassan Awadallah; Pushmeet Kohli; Ahmed Mohamed (TAC, 2016)

Detecting Good Abandonment in Mobile Search. - Kyle Williams 001; Julia Kiseleva; Aidan C. Crook; Imed Zitouni; Ahmed Hassan Awadallah; Madian Khabsa (WWW, 2016)

Self-Es: The Role of Emails-to-Self in Personal Information Management. - Horatiu S. Bota; Paul N. Bennett; Ahmed Hassan Awadallah; Susan T. Dumais (CHIIR, 2017)

Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments. - Widad Machmouchi; Ahmed Hassan Awadallah; Imed Zitouni; Georg Buscher (CIKM, 2017)

Deep Sequential Models for Task Satisfaction Prediction. - Rishabh Mehrotra; Ahmed Hassan Awadallah; Milad Shokouhi; Emine Yilmaz; Imed Zitouni; Ahmed El Kholy; Madian Khabsa (CIKM, 2017)

Building Natural Language Interfaces to Web APIs. - Yu Su 001; Ahmed Hassan Awadallah; Madian Khabsa; Patrick Pantel; Michael Gamon; Mark J. Encarnación (CIKM, 2017)

Characterizing and Predicting Enterprise Email Reply Behavior. - Liu Yang 005; Susan T. Dumais; Paul N. Bennett; Ahmed Hassan Awadallah (SIGIR, 2017)

User Interaction Sequences for Search Satisfaction Prediction. - Rishabh Mehrotra; Imed Zitouni; Ahmed Hassan Awadallah; Ahmed El Kholy; Madian Khabsa (SIGIR, 2017)

Actionable Email Intent Modeling with Reparametrized RNNs. - Chu-Cheng Lin; Dongyeop Kang; Michael Gamon; Madian Khabsa; Ahmed Hassan Awadallah; Patrick Pantel (CoRR, 2017)

The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation. - Tarfah Alrashed; Ahmed Hassan Awadallah; Susan T. Dumais (CHIIR, 2018)

Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs. - Yu Su 001; Ahmed Hassan Awadallah; Miaosen Wang; Ryen W. White (SIGIR, 2018)

Characterizing and Supporting Question Answering in Human-to-Human Communication. - Xiao Yang 004; Ahmed Hassan Awadallah; Madian Khabsa; Wei Wang 238; Miaosen Wang (SIGIR, 2018)

LearnIR: WSDM 2018 Workshop on Learning from User Interactions. - Rishabh Mehrotra; Ahmed Hassan Awadallah; Emine Yilmaz (WSDM, 2018)

Identifying Task Boundaries in Digital Assistants. - Madian Khabsa; Ahmed El Kholy; Ahmed Hassan Awadallah; Imed Zitouni; Milad Shokouhi (WWW (Companion Volume), 2018)

Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching. - Xiao Yang 004; Miaosen Wang; Wei Wang 238; Madian Khabsa; Ahmed Hassan Awadallah (CoRR, 2018)

Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching. - Xiao Yang 004; Madian Khabsa; Miaosen Wang; Wei Wang 238; Ahmed Hassan Awadallah; Daniel Kifer; C. Lee Giles (AAAI, 2019)

Multi-Source Cross-Lingual Model Transfer: Learning What to Share. - Xilun Chen 002; Ahmed Hassan Awadallah; Hany Hassan; Wei Wang 238; Claire Cardie (ACL (1), 2019)

Exploring Email Triage: Challenges and Opportunities. - Bahareh Sarrafzadeh; Ahmed Hassan Awadallah; Milad Shokouhi (CHIIR, 2019)

Learning About Work Tasks to Inform Intelligent Assistant Design. - Johanne R. Trippas; Damiano Spina; Falk Scholer; Ahmed Hassan Awadallah; Peter Bailey; Paul N. Bennett; Ryen W. White; Jonathan Liono; Yongli Ren; Flora D. Salim; Mark Sanderson (CHIIR, 2019)

Context-Aware Intent Identification in Email Conversations. - Wei Wang 238; Saghar Hosseini; Ahmed Hassan Awadallah; Paul N. Bennett; Chris Quirk (SIGIR, 2019)

Task Completion Detection: A Study in the Context of Intelligent Systems. - Ryen W. White; Ahmed Hassan Awadallah; Robert Sim (SIGIR, 2019)

Task Intelligence Workshop @ WSDM 2019. - Ahmed Hassan Awadallah; Cathal Gurrin; Mark Sanderson; Ryen W. White (WSDM, 2019)

Characterizing and Predicting Email Deferral Behavior. - Bahareh Sarrafzadeh; Ahmed Hassan Awadallah; Christopher H. Lin; Chia-Jung Lee; Milad Shokouhi; Susan T. Dumais (WSDM, 2019)

Task Duration Estimation. - Ryen W. White; Ahmed Hassan Awadallah (WSDM, 2019)

Exploring User Behavior in Email Re-Finding Tasks. - Joel M. Mackenzie; Kshitiz Gupta; Fang Qiao; Ahmed Hassan Awadallah; Milad Shokouhi (WWW, 2019)

Distilling Transformers into Simple Neural Networks with Unlabeled Transfer Data. - Subhabrata Mukherjee; Ahmed Hassan Awadallah (CoRR, 2019)

Meta Label Correction for Learning with Weak Supervision. - Guoqing Zheng; Ahmed Hassan Awadallah; Susan T. Dumais (CoRR, 2019)

The Usage of Web Search for Software Engineering. - Chetan Bansal; Thomas Zimmermann 001; Ahmed Hassan Awadallah; Nachiappan Nagappan (CoRR, 2019)

Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback. - Ahmed Elgohary; Saghar Hosseini; Ahmed Hassan Awadallah (ACL, 2020)

XtremeDistil: Multi-stage Distillation for Massive Multilingual Models. - Subhabrata Mukherjee; Ahmed Hassan Awadallah (ACL, 2020)

Smart To-Do: Automatic Generation of To-Do Items from Emails. - Sudipto Mukherjee 001; Subhabrata Mukherjee; Marcello Hasegawa; Ahmed Hassan Awadallah; Ryen White (ACL, 2020)

Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer. - Jieyu Zhao 001; Subhabrata Mukherjee; Saghar Hosseini; Kai-Wei Chang; Ahmed Hassan Awadallah (ACL, 2020)

Analyzing Web Search Behavior for Software Engineering Tasks. - Nikitha Rao; Chetan Bansal; Thomas Zimmermann 001; Ahmed Hassan Awadallah; Nachiappan Nagappan (IEEE BigData, 2020)

Effects of Past Interactions on User Experience with Recommended Documents. - Farnaz Jahanbakhsh; Ahmed Hassan Awadallah; Susan T. Dumais; Xuhai Xu (CHIIR, 2020)

An Empirical Study of Software Exceptions in the Field using Search Logs. - Foyzul Hassan; Chetan Bansal; Nachiappan Nagappan; Thomas Zimmermann 001; Ahmed Hassan Awadallah (ESEM, 2020)

Leveraging Structured Metadata for Improving Question Answering on the Web. - Xinya Du; Ahmed Hassan Awadallah; Adam Fourney; Robert Sim; Paul N. Bennett; Claire Cardie (AACL/IJCNLP, 2020)

Uncertainty-aware Self-training for Few-shot Text Classification. - Subhabrata Mukherjee; Ahmed Hassan Awadallah (NeurIPS, 2020)

Early Detection of Fake News with Multi-source Weak Social Supervision. - Kai Shu; Guoqing Zheng; Yichuan Li 001; Subhabrata Mukherjee; Ahmed Hassan Awadallah; Scott W. Ruston; Huan Liu 001 (ECML/PKDD (3), 2020)

Learning with Weak Supervision for Email Intent Detection. - Kai Shu; Subhabrata Mukherjee; Guoqing Zheng; Ahmed Hassan Awadallah; Milad Shokouhi; Susan T. Dumais (SIGIR, 2020)

Understanding User Behavior For Document Recommendation. - Xuhai Xu; Ahmed Hassan Awadallah; Susan T. Dumais; Farheen Omar; Bogdan Popp; Robert Rounthwaite; Farnaz Jahanbakhsh (WWW, 2020)

Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News. - Kai Shu; Guoqing Zheng; Yichuan Li 001; Subhabrata Mukherjee; Ahmed Hassan Awadallah; Scott W. Ruston; Huan Liu 001 (CoRR, 2020)

TinyMBERT: Multi-Stage Distillation Framework for Massive Multi-lingual NER. - Subhabrata Mukherjee; Ahmed Hassan Awadallah (CoRR, 2020)

Uncertainty-aware Self-training for Text Classification with Few Labels. - Subhabrata Mukherjee; Ahmed Hassan Awadallah (CoRR, 2020)

Adaptive Self-training for Few-shot Neural Sequence Labeling. - Yaqing Wang 001; Subhabrata Mukherjee; Haoda Chu; Yuancheng Tu; Ming Wu; Jing Gao 004; Ahmed Hassan Awadallah (CoRR, 2020)

Special issue on learning from user interactions. - Rishabh Mehrotra; Ahmed Hassan Awadallah; Emine Yilmaz (Inf. Retr. J., 2020)

Meta Label Correction for Noisy Label Learning. - Guoqing Zheng; Ahmed Hassan Awadallah; Susan T. Dumais (AAAI, 2021)

A Dataset and Baselines for Multilingual Reply Suggestion. - Mozhi Zhang; Wei Wang 238; Budhaditya Deb; Guoqing Zheng; Milad Shokouhi; Ahmed Hassan Awadallah (ACL/IJCNLP (1), 2021)

An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. - Yusen Zhang 001; Ansong Ni; Tao Yu 009; Rui Zhang 037; Chenguang Zhu 001; Budhaditya Deb; Asli Celikyilmaz; Ahmed Hassan Awadallah; Dragomir R. Radev (EMNLP (Findings), 2021)

Say 'YES' to Positivity: Detecting Toxic Language in Workplace Communications. - Meghana Moorthy Bhat; Saghar Hosseini; Ahmed Hassan Awadallah; Paul N. Bennett; Weisheng Li (EMNLP (Findings), 2021)

A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. - Budhaditya Deb; Guoqing Zheng; Milad Shokouhi; Ahmed Hassan Awadallah (EMNLP (Findings), 2021)

SummerTime: Text Summarization Toolkit for Non-experts. - Ansong Ni; Zhangir Azerbayev; Mutethia Mutuma; Troy Feng; Yusen Zhang 001; Tao Yu 009; Ahmed Hassan Awadallah; Dragomir R. Radev (EMNLP (Demos), 2021)

SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing. - Tao Yu 009; Rui Zhang 037; Alex Polozov; Christopher Meek; Ahmed Hassan Awadallah (ICLR, 2021)

Meta Self-training for Few-shot Neural Sequence Labeling. - Yaqing Wang 001; Subhabrata Mukherjee; Haoda Chu; Yuancheng Tu; Ming Wu; Jing Gao 004; Ahmed Hassan Awadallah (KDD, 2021)

Structure-Grounded Pretraining for Text-to-SQL. - Xiang Deng 001; Ahmed Hassan Awadallah; Christopher Meek; Oleksandr Polozov; Huan Sun 001; Matthew Richardson (NAACL-HLT, 2021)

NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction. - Ahmed Elgohary; Christopher Meek; Matthew Richardson; Adam Fourney; Gonzalo A. Ramos; Ahmed Hassan Awadallah (NAACL-HLT, 2021)

Self-Training with Weak Supervision. - Giannis Karamanolakis; Subhabrata Mukherjee; Guoqing Zheng; Ahmed Hassan Awadallah (NAACL-HLT, 2021)

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. - Mengzhou Xia; Guoqing Zheng; Subhabrata Mukherjee; Milad Shokouhi; Graham Neubig; Ahmed Hassan Awadallah (NAACL-HLT, 2021)

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. - Ming Zhong 005; Da Yin; Tao Yu 009; Ahmad Zaidi; Mutethia Mutuma; Rahul Jha; Ahmed Hassan Awadallah; Asli Celikyilmaz; Yang Liu 124; Xipeng Qiu; Dragomir R. Radev (NAACL-HLT, 2021)

Fairness via Representation Neutralization. - Mengnan Du; Subhabrata Mukherjee; Guanchu Wang; Ruixiang Tang; Ahmed Hassan Awadallah; Xia Ben Hu (NeurIPS, 2021)

Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. - Julia Kiseleva; Ziming Li 001; Mohammad Aliannejadi; Shrestha Mohanty; Maartje ter Hoeve; Mikhail Burtsev 001; Alexey Skrynnik; Artem Zholus; Aleksandr Panov; Kavya Srinet; Arthur Szlam; Yuxuan Sun 004; et al. (NeurIPS (Competition and Demos), 2021)

Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition. - Julia Kiseleva; Alexey Skrynnik; Artem Zholus; Shrestha Mohanty; Negar Arabzadeh; Marc-Alexandre Côté; Mohammad Aliannejadi; Milagro Teruel; Ziming Li 001; Mikhail Burtsev 001; Maartje ter Hoeve; Zoya Volovikova; et al. (NeurIPS (Competition and Demos), 2021)

Few-Shot Learning Evaluation in Natural Language Understanding. - Subhabrata Mukherjee; Xiaodong Liu 003; Guoqing Zheng; Saghar Hosseini; Hao Cheng 002; Ge Yang; Christopher Meek; Ahmed Hassan Awadallah; Jianfeng Gao 001 (NeurIPS Datasets and Benchmarks, 2021)

Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models. - Boxin Wang; Chejian Xu; Shuohang Wang; Zhe Gan; Yu Cheng 001; Jianfeng Gao 001; Ahmed Hassan Awadallah; Bo Li 026 (NeurIPS Datasets and Benchmarks, 2021)

XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation. - Subhabrata Mukherjee; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2021)

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding. - Guoqing Zheng; Giannis Karamanolakis; Kai Shu; Ahmed Hassan Awadallah (CoRR, 2021)

MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces. - Srinagesh Sharma; Guoqing Zheng; Ahmed Hassan Awadallah (CoRR, 2021)

LiST: Lite Self-training Makes Efficient Few-shot Learners. - Yaqing Wang 001; Subhabrata Mukherjee; Xiaodong Liu 003; Jing Gao 004; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2021)

NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. - Julia Kiseleva; Ziming Li 001; Mohammad Aliannejadi; Shrestha Mohanty; Maartje ter Hoeve; Mikhail Burtsev 001; Alexey Skrynnik; Artem Zholus; Aleksandr I. Panov; Kavya Srinet; Arthur Szlam; Yuxuan Sun 004; et al. (CoRR, 2021)

What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression. - Mengnan Du; Subhabrata Mukherjee; Yu Cheng 001; Milad Shokouhi; Xia Hu 001; Ahmed Hassan Awadallah (CoRR, 2021)

CLUES: Few-Shot Learning Evaluation in Natural Language Understanding. - Subhabrata Mukherjee; Xiaodong Liu 003; Guoqing Zheng; Saghar Hosseini; Hao Cheng 002; Greg Yang; Christopher Meek; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2021)

Compositional Generalization for Natural Language Interfaces to Web APIs. - Saghar Hosseini; Ahmed Hassan Awadallah; Yu Su 001 (CoRR, 2021)

Detecting Fake News With Weak Social Supervision. - Kai Shu; Susan T. Dumais; Ahmed Hassan Awadallah; Huan Liu 001 (IEEE Intell. Syst., 2021)

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. - Hanjie Chen; Guoqing Zheng; Ahmed Hassan Awadallah; Yangfeng Ji (Insights@ACL, 2022)

SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents. - Yusen Zhang 001; Ansong Ni; Ziming Mao; Chen Henry Wu; Chenguang Zhu 001; Budhaditya Deb; Ahmed Hassan Awadallah; Dragomir R. Radev; Rui Zhang 037 (ACL (1), 2022)

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization. - Ziming Mao; Chen Henry Wu; Ansong Ni; Yusen Zhang 001; Rui Zhang 037; Tao Yu 009; Budhaditya Deb; Chenguang Zhu 001; Ahmed Hassan Awadallah; Dragomir R. Radev (ACL (1), 2022)

The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy. - Tianlong Chen 001; Zhenyu Zhang 015; Yu Cheng 001; Ahmed Awadallah 001; Zhangyang Wang (CVPR, 2022)

Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models. - Xuxi Chen; Tianlong Chen 001; Yu Cheng 001; Weizhu Chen; Ahmed Awadallah 001; Zhangyang Wang (ECCV (23), 2022)

DnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment. - Ziyu Jiang; Tianlong Chen 001; Xuxi Chen; Yu Cheng 001; Luowei Zhou; Lu Yuan; Ahmed Awadallah 001; Zhangyang Wang (ECCV (20), 2022)

Boosting Natural Language Generation from Instructions with Meta-Learning. - Budhaditya Deb; Ahmed Hassan Awadallah; Guoqing Zheng (EMNLP, 2022)

Leveraging Locality in Abstractive Text Summarization. - Yixin Liu 003; Ansong Ni; Linyong Nan; Budhaditya Deb; Chenguang Zhu 001; Ahmed Hassan Awadallah; Dragomir Radev (EMNLP, 2022)

AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning. - Yaqing Wang 001; Sahaj Agarwal; Subhabrata Mukherjee; Xiaodong Liu 003; Jing Gao 004; Ahmed Hassan Awadallah; Jianfeng Gao 001 (EMNLP, 2022)

Knowledge Infused Decoding. - Ruibo Liu; Guoqing Zheng; Shashank Gupta; Radhika Gaonkar; Chongyang Gao; Soroush Vosoughi; Milad Shokouhi; Ahmed Hassan Awadallah (ICLR, 2022)

LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners. - Yaqing Wang 001; Subhabrata Mukherjee; Xiaodong Liu 003; Jing Gao 004; Ahmed Awadallah 001; Jianfeng Gao 001 (NAACL-HLT (Findings), 2022)

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. - Guoqing Zheng; Giannis Karamanolakis; Kai Shu; Ahmed Hassan Awadallah (NAACL-HLT, 2022)

Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models. - Dongkuan Xu; Subhabrata Mukherjee; Xiaodong Liu 003; Debadeepta Dey; Wenhui Wang 003; Xiang Zhang 001; Ahmed Hassan Awadallah; Jianfeng Gao 001 (NeurIPS, 2022)

AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models. - Dongkuan Xu; Subhabrata Mukherjee; Xiaodong Liu 003; Debadeepta Dey; Wenhui Wang 003; Xiang Zhang 001; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2022)

Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners. - Shashank Gupta; Subhabrata Mukherjee; Krishan Subudhi; Eduardo Gonzalez; Damien Jose; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2022)

AdaMix: Mixture-of-Adapter for Parameter-efficient Tuning of Large Language Models. - Yaqing Wang 001; Subhabrata Mukherjee; Xiaodong Liu 003; Jing Gao 004; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2022)

IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022. - Julia Kiseleva; Alexey Skrynnik; Artem Zholus; Shrestha Mohanty; Negar Arabzadeh; Marc-Alexandre Côté; Mohammad Aliannejadi; Milagro Teruel; Ziming Li 001; Mikhail Burtsev 001; Maartje ter Hoeve; Zoya Volovikova; et al. (CoRR, 2022)

AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers. - Ganesh Jawahar; Subhabrata Mukherjee; Xiaodong Liu 003; Young Jin Kim 001; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Ahmed Hassan Awadallah; Sébastien Bubeck; Jianfeng Gao 001 (CoRR, 2022)

Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions. - Alexey Skrynnik; Zoya Volovikova; Marc-Alexandre Côté; Anton Voronov; Artem Zholus; Negar Arabzadeh; Shrestha Mohanty; Milagro Teruel; Ahmed Awadallah 001; Aleksandr Panov; Mikhail Burtsev 001; Julia Kiseleva (CoRR, 2022)

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels. - Yue Zhao 016; Guoqing Zheng; Subhabrata Mukherjee; Robert McCann; Ahmed Awadallah 001 (AAAI, 2023)

DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models. - Xuxi Chen; Tianlong Chen 001; Weizhu Chen; Ahmed Hassan Awadallah; Zhangyang Wang; Yu Cheng 001 (ACL (1), 2023)

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation. - Ganesh Jawahar; Subhabrata Mukherjee; Xiaodong Liu 003; Young Jin Kim 001; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Ahmed Hassan Awadallah; Sébastien Bubeck; Jianfeng Gao 001 (ACL (Findings), 2023)

On Improving Summarization Factual Consistency from Natural Language Feedback. - Yixin Liu 003; Budhaditya Deb; Milagro Teruel; Aaron Halfaker; Dragomir Radev; Ahmed Hassan Awadallah (ACL (1), 2023)

Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models. - Borui Wang; Qiuyuan Huang; Budhaditya Deb; Aaron Halfaker; Liqun Shao; Daniel McDuff; Ahmed Hassan Awadallah; Dragomir Radev; Jianfeng Gao 001 (ACL (Findings), 2023)

Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference. - Chi Wang 001; Xueqing Liu 001; Ahmed Hassan Awadallah (AutoML, 2023)

PREME: Preference-based Meeting Exploration through an Interactive Questionnaire. - Negar Arabzadeh; Ali Ahmadvand; Julia Kiseleva; Yang Liu 124; Ahmed Hassan Awadallah; Ming Zhong 005; Milad Shokouhi (EACL (Findings), 2023)

Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding. - Mengnan Du; Subhabrata Mukherjee; Yu Cheng 001; Milad Shokouhi; Xia Hu 001; Ahmed Hassan Awadallah (EACL, 2023)

Axiomatic Preference Modeling for Longform Question Answering. - Corby Rosset; Guoqing Zheng; Victor Dibia; Ahmed Awadallah 001; Paul N. Bennett (EMNLP, 2023)

Algorithmic Vibe in Information Retrieval. - Ali Montazeralghaem; Nick Craswell; Ryen W. White; Ahmed Hassan Awadallah; Byungki Byun (WWW, 2023)

An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models. - Saghar Hosseini; Hamid Palangi; Ahmed Hassan Awadallah (CoRR, 2023)

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback. - Nikhil Mehta 003; Milagro Teruel; Patricio Figueroa Sanz; Xin Deng; Ahmed Hassan Awadallah; Julia Kiseleva (CoRR, 2023)

Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions. - Shrestha Mohanty; Negar Arabzadeh; Julia Kiseleva; Artem Zholus; Milagro Teruel; Ahmed Awadallah 001; Yuxuan Sun 004; Kavya Srinet; Arthur Szlam (CoRR, 2023)

GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions. - Woojeong Jin 001; Subhabrata Mukherjee; Yu Cheng 001; Yelong Shen; Weizhu Chen; Ahmed Hassan Awadallah; Damien Jose; Xiang Ren 001 (CoRR, 2023)

Orca: Progressive Learning from Complex Explanation Traces of GPT-4. - Subhabrata Mukherjee; Arindam Mitra; Ganesh Jawahar; Sahaj Agarwal; Hamid Palangi; Ahmed Awadallah 001 (CoRR, 2023)

Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. - Chen Dun; Mirian Hipolito Garcia; Guoqing Zheng; Ahmed Hassan Awadallah; Robert Sim; Anastasios Kyrillidis; Dimitrios Dimitriadis (CoRR, 2023)

SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference. - Luciano Del Corro; Allie Del Giorno; Sahaj Agarwal; Bin Yu; Ahmed Awadallah 001; Subhabrata Mukherjee (CoRR, 2023)

Contrastive Post-training Large Language Models on Data Curriculum. - Canwen Xu; Corby Rosset; Luciano Del Corro; Shweti Mahajan; Julian J. McAuley; Jennifer Neville; Ahmed Hassan Awadallah; Nikhil Rao 001 (CoRR, 2023)

EcoAssistant: Using LLM Assistant More Affordably and Accurately. - Jieyu Zhang 001; Ranjay Krishna; Ahmed Hassan Awadallah; Chi Wang 001 (CoRR, 2023)

Orca 2: Teaching Small Language Models How to Reason. - Arindam Mitra; Luciano Del Corro; Shweti Mahajan; Andrés Codas; Clarisse Simões; Sahaj Agrawal; Xuxi Chen; Anastasia Razdaibiedina; Erik Jones; Kriti Aggarwal; Hamid Palangi; Guoqing Zheng; et al. (CoRR, 2023)

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback. - Nikhil Mehta 003; Milagro Teruel; Xin Deng; Sergio Figueroa Sanz; Ahmed Awadallah 001; Julia Kiseleva (EACL (Findings), 2024)

Assessing and Verifying Task Utility in LLM-Powered Applications. - Negar Arabzadeh; Siqing Huo; Nikhil Mehta 003; Qingyun Wu; Chi Wang 001; Ahmed Awadallah 001; Charles L. A. Clarke; Julia Kiseleva (EMNLP, 2024)

Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. - Dujian Ding; Ankur Mallick; Chi Wang 001; Robert Sim; Subhabrata Mukherjee; Victor Rühle; Laks V. S. Lakshmanan; Ahmed Hassan Awadallah (ICLR, 2024)

Teaching Language Models to Hallucinate Less with Synthetic Tasks. - Erik Jones; Hamid Palangi; Clarisse Simões; Varun Chandrasekaran; Subhabrata Mukherjee; Arindam Mitra; Ahmed Hassan Awadallah; Ece Kamar (ICLR, 2024)

Automatic Pair Construction for Contrastive Post-training. - Canwen Xu; Corby Rosset; Ethan C. Chau; Luciano Del Corro; Shweti Mahajan; Julian J. McAuley; Jennifer Neville; Ahmed Awadallah 001; Nikhil Rao 001 (NAACL-HLT (Findings), 2024)

Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications. - Negar Arabzadeh; Julia Kiseleva; Qingyun Wu; Chi Wang 001; Ahmed Awadallah 001; Victor Dibia; Adam Fourney; Charles L. A. Clarke (CoRR, 2024)

Orca-Math: Unlocking the potential of SLMs in Grade School Math. - Arindam Mitra; Hamed Khanpour; Corby Rosset; Ahmed Awadallah 001 (CoRR, 2024)

Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents. - Corby Rosset; Ho-Lam Chung; Guanghui Qin; Ethan C. Chau; Zhuo Feng; Ahmed Awadallah 001; Jennifer Neville; Nikhil Rao 001 (CoRR, 2024)

Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences. - Corby Rosset; Ching-An Cheng; Arindam Mitra; Michael Santacroce; Ahmed Awadallah 001; Tengyang Xie (CoRR, 2024)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)

AgentInstruct: Toward Generative Teaching with Agentic Flows. - Arindam Mitra; Luciano Del Corro; Guoqing Zheng; Shweti Mahajan; Dany Rouhana; Andrés Codas; Yadong Lu; Weige Chen; Olga Vrousgos; Corby Rosset; Fillipe Silva; Hamed Khanpour; et al. (CoRR, 2024)

sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting. - Sanchit Ahuja; Kumar Tanmay; Hardik Hansrajbhai Chauhan; Barun Patra; Kriti Aggarwal; Luciano Del Corro; Arindam Mitra; Tejas Indulal Dhamecha; Ahmed Awadallah 001; Monojit Choudhary; Vishrav Chaudhary; Sunayana Sitaram (CoRR, 2024)

OmniParser for Pure Vision Based GUI Agent. - Yadong Lu; Jianwei Yang; Yelong Shen; Ahmed Awadallah 001 (CoRR, 2024)

Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks. - Adam Fourney; Gagan Bansal; Hussein Mozannar; Cheng Tan; Eduardo Salinas; Erkang Zhu; Friederike Niedtner; Grace Proebsting; Griffin Bassman; Jack Gerrits; Jacob Alber; Peter Chang; et al. (CoRR, 2024)

CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning. - Ziyu Jiang; Guoqing Zheng; Yu Cheng 001; Ahmed Hassan Awadallah; Zhangyang Wang (Trans. Mach. Learn. Res., 2024)

One is Not Enough: Parameter-Efficient Fine-Tuning With Multiplicative Sparse Factorization. - Xuxi Chen; Tianlong Chen 001; Yu Cheng 001; Weizhu Chen; Ahmed Hassan Awadallah; Zhangyang Wang (IEEE J. Sel. Top. Signal Process., 2024)

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. - Chen Dun; Mirian del Carmen Hipolito Garcia; Guoqing Zheng; Ahmed Hassan Awadallah; Robert Sim; Anastasios Kyrillidis (AAAI, 2025)

Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents. - Vardaan Pahuja; Yadong Lu; Corby Rosset; Boyu Gou; Arindam Mitra; Spencer Whitehead; Yu Su 001; Ahmed Hassan Awadallah (ACL (Findings), 2025)

Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF. - Tengyang Xie; Dylan J. Foster; Akshay Krishnamurthy; Corby Rosset; Ahmed Hassan Awadallah; Alexander Rakhlin (ICLR, 2025)

Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for Deep Research. - Corbin Rosset; Ho-Lam Chung; Guanghui Qin; Ethan C. Chau; Zhuo Feng; Ahmed Awadallah 001; Jennifer Neville; Nikhil Rao 001 (SIGIR, 2025)

Phi-4-reasoning Technical Report. - Marah I Abdin; Sahaj Agarwal; Ahmed Awadallah 001; Vidhisha Balachandran; Harkirat S. Behl; Lingjiao Chen; Gustavo de Rosa; Suriya Gunasekar; Mojan Javaheripi; Neel Joshi; Piero Kauffmann; Yash Lara; et al. (CoRR, 2025)

Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning. - Vaishnavi Shrivastava; Ahmed Awadallah 001; Vidhisha Balachandran; Shivam Garg; Harkirat Behl; Dimitris Papailiopoulos (CoRR, 2025)