Ahmed Hassan Awadallah

182 papers A* 45A 24B 8Journal 66Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF. ICLR Tengyang Xie, Dylan J. Foster, Akshay Krishnamurthy, Corby Rosset, Ahmed Hassan Awadallah, Alexander Rakhlin
2025	—	`conf`	Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents. ACL (Findings) Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Hassan Awadallah
2025	A*	`conf`	Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. AAAI Chen Dun, Mirian del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis
2024	J	`jnl`	CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning. Trans. Mach. Learn. Res. Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
2024	A*	`conf`	Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. ICLR Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah
2024	J	`jnl`	Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. CoRR Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah
2024	J	`jnl`	One is Not Enough: Parameter-Efficient Fine-Tuning With Multiplicative Sparse Factorization. IEEE J. Sel. Top. Signal Process. Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang
2024	A*	`conf`	Teaching Language Models to Hallucinate Less with Synthetic Tasks. ICLR Erik Jones, Hamid Palangi, Clarisse Simões, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Hassan Awadallah, Ece Kamar
2023	A*	`conf`	Algorithmic Vibe in Information Retrieval. WWW Ali Montazeralghaem, Nick Craswell, Ryen W. White, Ahmed Hassan Awadallah, Byungki Byun
2023	J	`jnl`	An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models. CoRR Saghar Hosseini, Hamid Palangi, Ahmed Hassan Awadallah
2023	—	`conf`	AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation. ACL (Findings) Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sébastien Bubeck, Jianfeng Gao
2023	J	`jnl`	Contrastive Post-training Large Language Models on Data Curriculum. CoRR Canwen Xu, Corby Rosset, Luciano Del Corro, Shweti Mahajan, Julian J. McAuley, Jennifer Neville, Ahmed Hassan Awadallah, Nikhil Rao
2023	—	`conf`	Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference. AutoML Chi Wang, Xueqing Liu, Ahmed Hassan Awadallah
2023	J	`jnl`	Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference. CoRR Chi Wang, Susan Xueqing Liu, Ahmed Hassan Awadallah
2023	—	`conf`	DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models. ACL (1) Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng
2023	J	`jnl`	EcoAssistant: Using LLM Assistant More Affordably and Accurately. CoRR Jieyu Zhang, Ranjay Krishna, Ahmed Hassan Awadallah, Chi Wang
2023	J	`jnl`	Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. CoRR Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
2023	J	`jnl`	GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions. CoRR Woojeong Jin, Subhabrata Mukherjee, Yu Cheng, Yelong Shen, Weizhu Chen, Ahmed Hassan Awadallah, Damien Jose, Xiang Ren
2023	J	`jnl`	Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback. CoRR Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz, Xin Deng, Ahmed Hassan Awadallah, Julia Kiseleva
2023	—	`conf`	Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models. ACL (Findings) Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao, Daniel McDuff, Ahmed Hassan Awadallah, Dragomir Radev, Jianfeng Gao
2023	—	`conf`	On Improving Summarization Factual Consistency from Natural Language Feedback. ACL (1) Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed Hassan Awadallah
2023	—	`conf`	PREME: Preference-based Meeting Exploration through an Interactive Questionnaire. EACL (Findings) Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, Milad Shokouhi
2023	A	`conf`	Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding. EACL Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah
2023	J	`jnl`	Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. CoRR Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim
2022	A*	`conf`	AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning. EMNLP Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao
2022	J	`jnl`	AdaMix: Mixture-of-Adapter for Parameter-efficient Tuning of Large Language Models. CoRR Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao
2022	J	`jnl`	AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models. CoRR Dongkuan Xu, Subhabrata Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Hassan Awadallah, Jianfeng Gao
2022	J	`jnl`	AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers. CoRR Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sébastien Bubeck, Jianfeng Gao
2022	A*	`conf`	Boosting Natural Language Generation from Instructions with Meta-Learning. EMNLP Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng
2022	J	`jnl`	Boosting Natural Language Generation from Instructions with Meta-Learning. CoRR Budhaditya Deb, Guoqing Zheng, Ahmed Hassan Awadallah
2022	—	`conf`	DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization. ACL (1) Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev
2022	A*	`conf`	Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models. NeurIPS Dongkuan Xu, Subhabrata Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Hassan Awadallah, Jianfeng Gao
2022	A*	`conf`	Knowledge Infused Decoding. ICLR Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah
2022	J	`jnl`	Knowledge Infused Decoding. CoRR Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah
2022	A*	`conf`	Leveraging Locality in Abstractive Text Summarization. EMNLP Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir Radev
2022	J	`jnl`	Leveraging Locality in Abstractive Text Summarization. CoRR Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev
2022	J	`jnl`	On Improving Summarization Factual Consistency from Natural Language Feedback. CoRR Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed Hassan Awadallah
2022	J	`jnl`	PREME: Preference-based Meeting Exploration through an Interactive Questionnaire. CoRR Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, Milad Shokouhi
2022	—	`conf`	Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. Insights@ACL Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
2022	J	`jnl`	Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. CoRR Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
2022	J	`jnl`	Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners. CoRR Shashank Gupta, Subhabrata Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Hassan Awadallah, Jianfeng Gao
2022	—	`conf`	Summ ACL (1) Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang
2022	—	`conf`	WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. NAACL-HLT Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
2021	—	`conf`	A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. EMNLP (Findings) Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021	J	`jnl`	A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. CoRR Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021	—	`conf`	A Dataset and Baselines for Multilingual Reply Suggestion. ACL/IJCNLP (1) Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021	J	`jnl`	A Dataset and Baselines for Multilingual Reply Suggestion. CoRR Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021	—	`conf`	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models. NeurIPS Datasets and Benchmarks Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li
2021	J	`jnl`	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models. CoRR Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li
2021	—	`conf`	An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. EMNLP (Findings) Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. CoRR Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	CLUES: Few-Shot Learning Evaluation in Natural Language Understanding. CoRR Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao
2021	J	`jnl`	Compositional Generalization for Natural Language Interfaces to Web APIs. CoRR Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su
2021	J	`jnl`	DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models. CoRR Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Zhangyang Wang, Ahmed Hassan Awadallah
2021	J	`jnl`	DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization. CoRR Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	Detecting Fake News With Weak Social Supervision. IEEE Intell. Syst. Kai Shu, Susan T. Dumais, Ahmed Hassan Awadallah, Huan Liu
2021	A*	`conf`	Fairness via Representation Neutralization. NeurIPS Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Ben Hu
2021	J	`jnl`	Fairness via Representation Neutralization. CoRR Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Ben Hu
2021	—	`conf`	Few-Shot Learning Evaluation in Natural Language Understanding. NeurIPS Datasets and Benchmarks Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Ge Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao
2021	—	`conf`	Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. NeurIPS (Competition and Demos) Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Marc-Alexandre Côté, Ahmed Hassan Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszádi, Michiel van der Meer, Taewoon Kim
2021	J	`jnl`	LiST: Lite Self-training Makes Efficient Few-shot Learners. CoRR Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao
2021	A*	`conf`	Meta Label Correction for Noisy Label Learning. AAAI Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais
2021	A*	`conf`	Meta Self-training for Few-shot Neural Sequence Labeling. KDD Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah
2021	—	`conf`	MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. NAACL-HLT Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
2021	J	`jnl`	MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. CoRR Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
2021	J	`jnl`	MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces. CoRR Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah
2021	—	`conf`	NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction. NAACL-HLT Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo A. Ramos, Ahmed Hassan Awadallah
2021	J	`jnl`	NL-EDIT: Correcting semantic parse errors through natural language interaction. CoRR Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo A. Ramos, Ahmed Hassan Awadallah
2021	J	`jnl`	NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. CoRR Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Michel Galley, Ahmed Hassan Awadallah
2021	—	`conf`	QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. NAACL-HLT Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
2021	J	`jnl`	QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. CoRR Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
2021	A*	`conf`	SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing. ICLR Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah
2021	—	`conf`	Say 'YES' to Positivity: Detecting Toxic Language in Workplace Communications. EMNLP (Findings) Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Hassan Awadallah, Paul N. Bennett, Weisheng Li
2021	—	`conf`	Self-Training with Weak Supervision. NAACL-HLT Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
2021	J	`jnl`	Self-Training with Weak Supervision. CoRR Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
2021	—	`conf`	Structure-Grounded Pretraining for Text-to-SQL. NAACL-HLT Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2021	J	`jnl`	Summ CoRR Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang
2021	—	`conf`	SummerTime: Text Summarization Toolkit for Non-experts. EMNLP (Demos) Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	SummerTime: Text Summarization Toolkit for Non-experts. CoRR Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding. CoRR Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
2021	J	`jnl`	What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression. CoRR Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah
2021	J	`jnl`	XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation. CoRR Subhabrata Mukherjee, Ahmed Hassan Awadallah, Jianfeng Gao
2020	J	`jnl`	Adaptive Self-training for Few-shot Neural Sequence Labeling. CoRR Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah
2020	A	`conf`	An Empirical Study of Software Exceptions in the Field using Search Logs. ESEM Foyzul Hassan, Chetan Bansal, Nachiappan Nagappan, Thomas Zimmermann, Ahmed Hassan Awadallah
2020	J	`jnl`	An Empirical Study of Software Exceptions in the Field using Search Logs. CoRR Foyzul Hassan, Chetan Bansal, Nachiappan Nagappan, Thomas Zimmermann, Ahmed Hassan Awadallah
2020	—	`conf`	Analyzing Web Search Behavior for Software Engineering Tasks. IEEE BigData Nikitha Rao, Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan
2020	—	`conf`	Early Detection of Fake News with Multi-source Weak Social Supervision. ECML/PKDD (3) Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu
2020	B	`conf`	Effects of Past Interactions on User Experience with Recommended Documents. CHIIR Farnaz Jahanbakhsh, Ahmed Hassan Awadallah, Susan T. Dumais, Xuhai Xu
2020	A*	`conf`	Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer. ACL Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah
2020	J	`jnl`	Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer. CoRR Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah
2020	A*	`conf`	Learning with Weak Supervision for Email Intent Detection. SIGIR Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais
2020	J	`jnl`	Learning with Weak Supervision for Email Intent Detection. CoRR Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais
2020	J	`jnl`	Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News. CoRR Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu
2020	—	`conf`	Leveraging Structured Metadata for Improving Question Answering on the Web. AACL/IJCNLP Xinya Du, Ahmed Hassan Awadallah, Adam Fourney, Robert Sim, Paul N. Bennett, Claire Cardie
2020	J	`jnl`	Smart To-Do : Automatic Generation of To-Do Items from Emails. CoRR Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White
2020	A*	`conf`	Smart To-Do: Automatic Generation of To-Do Items from Emails. ACL Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White
2020	A*	`conf`	Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback. ACL Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah
2020	J	`jnl`	Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback. CoRR Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah
2020	J	`jnl`	Special issue on learning from user interactions. Inf. Retr. J. Rishabh Mehrotra, Ahmed Hassan Awadallah, Emine Yilmaz
2020	J	`jnl`	Structure-Grounded Pretraining for Text-to-SQL. CoRR Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2020	J	`jnl`	TinyMBERT: Multi-Stage Distillation Framework for Massive Multi-lingual NER. CoRR Subhabrata Mukherjee, Ahmed Hassan Awadallah
2020	A*	`conf`	Uncertainty-aware Self-training for Few-shot Text Classification. NeurIPS Subhabrata Mukherjee, Ahmed Hassan Awadallah
2020	J	`jnl`	Uncertainty-aware Self-training for Text Classification with Few Labels. CoRR Subhabrata Mukherjee, Ahmed Hassan Awadallah
2020	A*	`conf`	Understanding User Behavior For Document Recommendation. WWW Xuhai Xu, Ahmed Hassan Awadallah, Susan T. Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
2020	A*	`conf`	XtremeDistil: Multi-stage Distillation for Massive Multilingual Models. ACL Subhabrata Mukherjee, Ahmed Hassan Awadallah
2019	A*	`conf`	Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching. AAAI Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles
2019	A	`conf`	Characterizing and Predicting Email Deferral Behavior. WSDM Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais
2019	J	`jnl`	Characterizing and Predicting Email Deferral Behavior. CoRR Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais
2019	A*	`conf`	Context-Aware Intent Identification in Email Conversations. SIGIR Wei Wang, Saghar Hosseini, Ahmed Hassan Awadallah, Paul N. Bennett, Chris Quirk
2019	J	`jnl`	Detecting Fake News with Weak Social Supervision. CoRR Kai Shu, Ahmed Hassan Awadallah, Susan T. Dumais, Huan Liu
2019	J	`jnl`	Distilling Transformers into Simple Neural Networks with Unlabeled Transfer Data. CoRR Subhabrata Mukherjee, Ahmed Hassan Awadallah
2019	B	`conf`	Exploring Email Triage: Challenges and Opportunities. CHIIR Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Milad Shokouhi
2019	A*	`conf`	Exploring User Behavior in Email Re-Finding Tasks. WWW Joel M. Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Hassan Awadallah, Milad Shokouhi
2019	B	`conf`	Learning About Work Tasks to Inform Intelligent Assistant Design. CHIIR 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
2019	J	`jnl`	Meta Label Correction for Learning with Weak Supervision. CoRR Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais
2019	—	`conf`	Multi-Source Cross-Lingual Model Transfer: Learning What to Share. ACL (1) Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie
2019	A*	`conf`	Task Completion Detection: A Study in the Context of Intelligent Systems. SIGIR Ryen W. White, Ahmed Hassan Awadallah, Robert Sim
2019	A	`conf`	Task Duration Estimation. WSDM Ryen W. White, Ahmed Hassan Awadallah
2019	A	`conf`	Task Intelligence Workshop @ WSDM 2019. WSDM Ahmed Hassan Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
2019	J	`jnl`	The Usage of Web Search for Software Engineering. CoRR Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan
2018	J	`jnl`	Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching. CoRR Xiao Yang, Miaosen Wang, Wei Wang, Madian Khabsa, Ahmed Hassan Awadallah
2018	A*	`conf`	Characterizing and Supporting Question Answering in Human-to-Human Communication. SIGIR Xiao Yang, Ahmed Hassan Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
2018	—	`conf`	Identifying Task Boundaries in Digital Assistants. WWW (Companion Volume) Madian Khabsa, Ahmed El Kholy, Ahmed Hassan Awadallah, Imed Zitouni, Milad Shokouhi
2018	A	`conf`	LearnIR: WSDM 2018 Workshop on Learning from User Interactions. WSDM Rishabh Mehrotra, Ahmed Hassan Awadallah, Emine Yilmaz
2018	J	`jnl`	Multi-Source Cross-Lingual Model Transfer: Learning What to Share. CoRR Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie
2018	A*	`conf`	Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs. SIGIR Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White
2018	B	`conf`	The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation. CHIIR Tarfah Alrashed, Ahmed Hassan Awadallah, Susan T. Dumais
2017	J	`jnl`	Actionable Email Intent Modeling with Reparametrized RNNs. CoRR Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Hassan Awadallah, Patrick Pantel
2017	A	`conf`	Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments. CIKM Widad Machmouchi, Ahmed Hassan Awadallah, Imed Zitouni, Georg Buscher
2017	A	`conf`	Building Natural Language Interfaces to Web APIs. CIKM Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark J. Encarnación
2017	A*	`conf`	Characterizing and Predicting Enterprise Email Reply Behavior. SIGIR Liu Yang, Susan T. Dumais, Paul N. Bennett, Ahmed Hassan Awadallah
2017	A	`conf`	Deep Sequential Models for Task Satisfaction Prediction. CIKM Rishabh Mehrotra, Ahmed Hassan Awadallah, Milad Shokouhi, Emine Yilmaz, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
2017	B	`conf`	Self-Es: The Role of Emails-to-Self in Personal Information Management. CHIIR Horatiu S. Bota, Paul N. Bennett, Ahmed Hassan Awadallah, Susan T. Dumais
2017	A*	`conf`	User Interaction Sequences for Search Satisfaction Prediction. SIGIR Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa
2016	—	`conf`	Activity Modeling in Email. HLT-NAACL Ashequl Qadir, Michael Gamon, Patrick Pantel, Ahmed Hassan Awadallah
2016	A*	`conf`	Detecting Good Abandonment in Mobile Search. WWW Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa
2016	A*	`conf`	Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search. SIGIR Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa
2016	A	`conf`	Learning to Account for Good Abandonment in Search Success Metrics. CIKM Madian Khabsa, Aidan C. Crook, Ahmed Hassan Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
2016	—	`conf`	MSR System Description - TAC 2016 KBP Cold Start Slof Filling Track. TAC Rodrigo Nogueira, Taesup Kim, Abdel-rahman Mohamed, Ahmed Hassan Awadallah, Pushmeet Kohli, Ahmed Mohamed
2016	A*	`conf`	Predicting User Satisfaction with Intelligent Assistants. SIGIR Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
2016	B	`conf`	Understanding User Satisfaction with Intelligent Assistants. CHIIR Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
2015	A*	`conf`	Automatic Online Evaluation of Intelligent Assistants. WWW Jiepu Jiang, Ahmed Hassan Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni, Omar Zia Khan
2015	A	`conf`	Characterizing and Predicting Voice Query Reformulation. CIKM Ahmed Hassan Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
2015	A*	`conf`	Personalizing Search on Shared Devices. SIGIR Ryen W. White, Ahmed Hassan Awadallah
2015	A	`conf`	Struggling and Success in Web Search. CIKM Daan Odijk, Ryen W. White, Ahmed Hassan Awadallah, Susan T. Dumais
2015	A	`conf`	Understanding and Predicting Graded Search Satisfaction. WSDM Jiepu Jiang, Ahmed Hassan Awadallah, Xiaolin Shi, Ryen W. White
2014	J	`jnl`	A Random Walk-Based Model for Identifying Semantic Orientation. Comput. Linguistics Ahmed Hassan Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
2014	A*	`conf`	Comparing client and server dwell time estimates for click-level satisfaction prediction. SIGIR Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni
2014	J	`jnl`	Content Bias in Online Health Search. ACM Trans. Web Ryen W. White, Ahmed Hassan Awadallah
2014	A*	`conf`	Context-aware web search abandonment prediction. SIGIR Yang Song, Xiaolin Shi, Ryen White, Ahmed Hassan Awadallah
2014	A*	`conf`	Contextual and dimensional relevance judgments for reusable SERP-level evaluation. WWW Peter B. Golbus, Imed Zitouni, Jin Young Kim, Ahmed Hassan Awadallah, Fernando Diaz
2014	A*	`conf`	Enhancing personalization via search activity attribution. SIGIR Adish Singla, Ryen W. White, Ahmed Hassan Awadallah, Eric Horvitz
2014	A*	`conf`	From devices to people: attribution of search activity in multi-user settings. WWW Ryen W. White, Ahmed Hassan Awadallah, Adish Singla, Eric Horvitz
2014	A	`conf`	Machine-Assisted Search Preference Evaluation. CIKM Ahmed Hassan Awadallah, Imed Zitouni
2014	A*	`conf`	Modeling action-level satisfaction for search task satisfaction prediction. SIGIR Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Hassan Awadallah, Ryen W. White
2014	A	`conf`	Modeling dwell time to predict click-level satisfaction. WSDM Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni
2014	A	`conf`	Struggling or exploring?: disambiguating long search sessions. WSDM Ahmed Hassan Awadallah, Ryen W. White, Susan T. Dumais, Yi-Min Wang
2014	A	`conf`	Supporting Complex Search Tasks. CIKM Ahmed Hassan Awadallah, Ryen W. White, Patrick Pantel, Susan T. Dumais, Yi-Min Wang
2013	A	`conf`	Beyond clicks: query reformulation as a predictor of search satisfaction. CIKM Ahmed Hassan Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
2013	A*	`conf`	Enhancing personalized search by mining and modeling task behavior. WWW Ryen W. White, Wei Chu, Ahmed Hassan Awadallah, Xiaodong He, Yang Song, Hongning Wang
2013	A	`conf`	Personalized models of search satisfaction. CIKM Ahmed Hassan Awadallah, Ryen W. White
2013	A	`conf`	Playing by the rules: mining query associations to predict search performance. WSDM Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Yi-Min Wang
2013	A*	`conf`	Toward self-correcting search engines: using underperforming queries to improve search. SIGIR Ahmed Hassan Awadallah, Ryen W. White, Yi-Min Wang
2012	—	`conf`	AttitudeMiner: Mining Attitude from Online Discussions. HLT-NAACL Amjad Abu-Jbara, Ahmed Hassan Awadallah, Dragomir R. Radev
2012	—	`conf`	Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants. EMNLP-CoNLL Ahmed Hassan Awadallah, Amjad Abu-Jbara, Dragomir R. Radev
2012	—	`conf`	Extracting Signed Social Networks from Text. TextGraphs@ACL Ahmed Hassan Awadallah, Amjad Abu-Jbara, Dragomir R. Radev
2012	A	`conf`	Task tours: helping users tackle complex search tasks. CIKM Ahmed Hassan Awadallah, Ryen W. White
2011	A	`conf`	A task level metric for measuring web search satisfaction and its application on improving relevance estimation. CIKM Ahmed Hassan Awadallah, Yang Song, Li-wei He
2011	—	`—`	Identifying Roles in Social Networks using Linguistic Analysis. Ahmed Hassan Awadallah
2011	—	`conf`	Identifying the Semantic Orientation of Foreign Words. ACL (2) Ahmed Hassan Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir R. Radev
2011	J	`jnl`	Improving Image Search based on User Created Communities CoRR Amruta Joshi, Junghoo Cho, Dragomir R. Radev, Ahmed Hassan Awadallah
2011	J	`jnl`	The effect of linguistic constraints on the large scale organization of language CoRR Madhav Krishna, Ahmed Hassan Awadallah, Yang Liu, Dragomir R. Radev
2010	A	`conf`	Beyond DCG: user behavior as a predictor of a successful search. WSDM Ahmed Hassan Awadallah, Rosie Jones, Kristina Lisa Klinkner
2010	A*	`conf`	Identifying Text Polarity Using Random Walks. ACL Ahmed Hassan Awadallah, Dragomir R. Radev
2010	A*	`conf`	What's with the Attitude? Identifying Sentences with Attitude in Online Discussions. EMNLP Ahmed Hassan Awadallah, Vahed Qazvinian, Dragomir R. Radev
2009	—	`conf`	A case study of using geographic cues to predict query news intent. GIS Ahmed Hassan Awadallah, Rosie Jones, Fernando Diaz
2009	A	`conf`	Content Based Recommendation and Summarization in the Blogosphere. ICWSM Ahmed Hassan Awadallah, Dragomir R. Radev, Junghoo Cho, Amruta Joshi
2009	—	`conf`	Using Citations to Generate surveys of Scientific Paradigms. HLT-NAACL Saif M. Mohammad, Bonnie J. Dorr, Melissa Egan, Ahmed Hassan Awadallah, Pradeep Muthukrishnan, Vahed Qazvinian, Dragomir R. Radev, David M. Zajic
2008	—	`conf`	Geographic features in web search retrieval. GIR Rosie Jones, Ahmed Hassan Awadallah, Fernando Diaz
2008	B	`conf`	Language Independent Text Correction using Finite State Automata. IJCNLP Ahmed Hassan Awadallah, Sara Noeman, Hany Hassan
2008	B	`conf`	Tracking the Dynamic Evolution of Participants Salience in a Discussion. COLING Ahmed Hassan Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael P. Colaresi, Dragomir R. Radev
2006	A*	`conf`	Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement. EMNLP Hany Hassan, Ahmed Hassan Awadallah, Ossama Emam