Ahmed Awadallah

According to our database, Ahmed Awadallah authored at least 164 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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, Jennifer Neville, Nikhil Rao

CoRR, 2024

Orca-Math: Unlocking the potential of SLMs in Grade School Math.

Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah

CoRR, 2024

Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications.

Negar Arabzadeh, Julia Kiseleva, Qingyun Wu, Chi Wang, Ahmed Awadallah, Victor Dibia, Adam Fourney, Charles L. A. Clarke

CoRR, 2024

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback.

Nikhil Mehta, Milagro Teruel, Xin Deng, Sergio Figueroa Sanz, Ahmed Awadallah, Julia Kiseleva

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

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, Corby Rosset, Hamed Khanpour, Ahmed Awadallah

CoRR, 2023

Teaching Language Models to Hallucinate Less with Synthetic Tasks.

Erik Jones, Hamid Palangi, Clarisse Simões, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar

CoRR, 2023

EcoAssistant: Using LLM Assistant More Affordably and Accurately.

Jieyu Zhang, Ranjay Krishna, Ahmed Hassan Awadallah, Chi Wang

CoRR, 2023

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation.

Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim

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

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, Subhabrata Mukherjee

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

Orca: Progressive Learning from Complex Explanation Traces of GPT-4.

Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah

CoRR, 2023

GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions.

Woojeong Jin, Subhabrata Mukherjee, Yu Cheng, Yelong Shen, Weizhu Chen, Ahmed Hassan Awadallah, Damien Jose, Xiang Ren

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, Yuxuan Sun, Kavya Srinet, Arthur Szlam

CoRR, 2023

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback.

Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz, Xin Deng, Ahmed Hassan Awadallah, Julia Kiseleva

CoRR, 2023

Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference.

Chi Wang, Susan Xueqing Liu, Ahmed Hassan Awadallah

CoRR, 2023

An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models.

Saghar Hosseini, Hamid Palangi, Ahmed Hassan Awadallah

CoRR, 2023

Algorithmic Vibe in Information Retrieval.

Ali Montazeralghaem, Nick Craswell, Ryen W. White, Ahmed Hassan Awadallah, Byungki Byun

Proceedings of the ACM Web Conference 2023, 2023

Axiomatic Preference Modeling for Longform Question Answering.

Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding.

Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

PREME: Preference-based Meeting Exploration through an Interactive Questionnaire.

Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, Milad Shokouhi

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference.

Chi Wang, Xueqing Liu, Ahmed Hassan Awadallah

Proceedings of the International Conference on Automated Machine Learning, 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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

On Improving Summarization Factual Consistency from Natural Language Feedback.

Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed Hassan Awadallah

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation.

Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sébastien Bubeck, Jianfeng Gao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models.

Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels.

Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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, Aleksandr Panov, Mikhail Burtsev, Julia Kiseleva

CoRR, 2022

AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers.

Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sébastien Bubeck, Jianfeng Gao

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, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr I. Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah

CoRR, 2022

AdaMix: Mixture-of-Adapter for Parameter-efficient Tuning of Large Language Models.

Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao

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

CoRR, 2022

AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models.

Dongkuan Xu, Subhabrata Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Hassan Awadallah, Jianfeng Gao

CoRR, 2022

Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models.

Dongkuan Xu, Subhabrata Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Hassan Awadallah, Jianfeng Gao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding.

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners.

Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Knowledge Infused Decoding.

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the Tenth International Conference on Learning Representations, 2022

AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning.

Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Leveraging Locality in Abstractive Text Summarization.

Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir Radev

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Boosting Natural Language Generation from Instructions with Meta-Learning.

Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

DnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment.

Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models.

Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization.

Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Summ$^N$: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents.

Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning.

Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

Detecting Fake News With Weak Social Supervision.

Kai Shu, Susan T. Dumais, Ahmed Hassan Awadallah, Huan Liu

IEEE Intell. Syst., 2021

Compositional Generalization for Natural Language Interfaces to Web APIs.

Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su

CoRR, 2021

CLUES: Few-Shot Learning Evaluation in Natural Language Understanding.

Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao

CoRR, 2021

What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression.

Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah

CoRR, 2021

NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment.

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

CoRR, 2021

LiST: Lite Self-training Makes Efficient Few-shot Learners.

Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao

CoRR, 2021

MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces.

Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah

CoRR, 2021

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding.

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah

CoRR, 2021

XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation.

Subhabrata Mukherjee, Ahmed Hassan Awadallah, Jianfeng Gao

CoRR, 2021

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 Hassan Awadallah, Bo Li

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Few-Shot Learning Evaluation in Natural Language Understanding.

Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Ge Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 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, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah, Seungeun Rho, Taehwan Kwon, Daniel Wontae Nam, Felipe Bivort Haiek, Edwin Zhang, Linar Abdrazakov, Guo Qingyam, Jason Zhang, Zhibin Guo

Proceedings of the NeurIPS 2022 Competition Track, 2021

Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021.

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

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Fairness via Representation Neutralization.

Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Ben Hu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization.

Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning.

Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Self-Training with Weak Supervision.

Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Structure-Grounded Pretraining for Text-to-SQL.

Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Meta Self-training for Few-shot Neural Sequence Labeling.

Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing.

Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah

Proceedings of the 9th International Conference on Learning Representations, 2021

SummerTime: Text Summarization Toolkit for Non-experts.

Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir R. Radev

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

A Conditional Generative Matching Model for Multi-lingual Reply Suggestion.

Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Say 'YES' to Positivity: Detecting Toxic Language in Workplace Communications.

Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Hassan Awadallah, Paul N. Bennett, Weisheng Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

An Exploratory Study on Long Dialogue Summarization: What Works and What's Next.

Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

A Dataset and Baselines for Multilingual Reply Suggestion.

Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Meta Label Correction for Noisy Label Learning.

Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Special issue on learning from user interactions.

Rishabh Mehrotra, Ahmed Hassan Awadallah, Emine Yilmaz

Inf. Retr. J., 2020

Adaptive Self-training for Few-shot Neural Sequence Labeling.

Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah

CoRR, 2020

Uncertainty-aware Self-training for Text Classification with Few Labels.

Subhabrata Mukherjee, Ahmed Hassan Awadallah

CoRR, 2020

TinyMBERT: Multi-Stage Distillation Framework for Massive Multi-lingual NER.

Subhabrata Mukherjee, Ahmed Hassan Awadallah

CoRR, 2020

Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News.

Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu

CoRR, 2020

Understanding User Behavior For Document Recommendation.

Xuhai Xu, Ahmed Hassan Awadallah, Susan T. Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Learning with Weak Supervision for Email Intent Detection.

Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Early Detection of Fake News with Multi-source Weak Social Supervision.

Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Uncertainty-aware Self-training for Few-shot Text Classification.

Subhabrata Mukherjee, Ahmed Hassan Awadallah

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 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

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

An Empirical Study of Software Exceptions in the Field using Search Logs.

Foyzul Hassan, Chetan Bansal, Nachiappan Nagappan, Thomas Zimmermann, Ahmed Hassan Awadallah

Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020

Effects of Past Interactions on User Experience with Recommended Documents.

Farnaz Jahanbakhsh, Ahmed Hassan Awadallah, Susan T. Dumais, Xuhai Xu

Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

Analyzing Web Search Behavior for Software Engineering Tasks.

Nikitha Rao, Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer.

Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Smart To-Do: Automatic Generation of To-Do Items from Emails.

Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

XtremeDistil: Multi-stage Distillation for Massive Multilingual Models.

Subhabrata Mukherjee, Ahmed Hassan Awadallah

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback.

Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

The Usage of Web Search for Software Engineering.

Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan

CoRR, 2019

Meta Label Correction for Learning with Weak Supervision.

Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais

CoRR, 2019

Distilling Transformers into Simple Neural Networks with Unlabeled Transfer Data.

Subhabrata Mukherjee, Ahmed Hassan Awadallah

CoRR, 2019

Exploring User Behavior in Email Re-Finding Tasks.

Joel M. Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Hassan Awadallah, Milad Shokouhi

Proceedings of the World Wide Web Conference, 2019

Task Duration Estimation.

Ryen W. White, Ahmed Hassan Awadallah

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Characterizing and Predicting Email Deferral Behavior.

Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Task Intelligence Workshop @ WSDM 2019.

Ahmed Hassan Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Task Completion Detection: A Study in the Context of Intelligent Systems.

Ryen W. White, Ahmed Hassan Awadallah, Robert Sim

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Context-Aware Intent Identification in Email Conversations.

Wei Wang, Saghar Hosseini, Ahmed Hassan Awadallah, Paul N. Bennett, Chris Quirk

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

Exploring Email Triage: Challenges and Opportunities.

Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Milad Shokouhi

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

Multi-Source Cross-Lingual Model Transfer: Learning What to Share.

Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching.

Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching.

Xiao Yang, Miaosen Wang, Wei Wang, Madian Khabsa, Ahmed Hassan Awadallah

CoRR, 2018

Identifying Task Boundaries in Digital Assistants.

Madian Khabsa, Ahmed El Kholy, Ahmed Hassan Awadallah, Imed Zitouni, Milad Shokouhi

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

LearnIR: WSDM 2018 Workshop on Learning from User Interactions.

Rishabh Mehrotra, Ahmed Hassan Awadallah, Emine Yilmaz

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Characterizing and Supporting Question Answering in Human-to-Human Communication.

Xiao Yang, Ahmed Hassan Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs.

Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation.

Tarfah Alrashed, Ahmed Hassan Awadallah, Susan T. Dumais

Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, 2018

2017

Actionable Email Intent Modeling with Reparametrized RNNs.

Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Hassan Awadallah, Patrick Pantel

CoRR, 2017

User Interaction Sequences for Search Satisfaction Prediction.

Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Characterizing and Predicting Enterprise Email Reply Behavior.

Liu Yang, Susan T. Dumais, Paul N. Bennett, Ahmed Hassan Awadallah

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Building Natural Language Interfaces to Web APIs.

Yu Su, Ahmed Hassan Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon, Mark J. Encarnación

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Deep Sequential Models for Task Satisfaction Prediction.

Rishabh Mehrotra, Ahmed Hassan Awadallah, Milad Shokouhi, Emine Yilmaz, Imed Zitouni, Ahmed El Kholy, Madian Khabsa

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments.

Widad Machmouchi, Ahmed Hassan Awadallah, Imed Zitouni, Georg Buscher

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Self-Es: The Role of Emails-to-Self in Personal Information Management.

Horatiu S. Bota, Paul N. Bennett, Ahmed Hassan Awadallah, Susan T. Dumais

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

2016

Detecting Good Abandonment in Mobile Search.

Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa

Proceedings of the 25th International Conference on World Wide Web, 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

Proceedings of the 2016 Text Analysis Conference, 2016

Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search.

Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Predicting User Satisfaction with Intelligent Assistants.

Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Activity Modeling in Email.

Ashequl Qadir, Michael Gamon, Patrick Pantel, Ahmed Hassan Awadallah

Proceedings of the NAACL HLT 2016, 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

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Understanding User Satisfaction with Intelligent Assistants.

Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos

Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016

2015

Automatic Online Evaluation of Intelligent Assistants.

Jiepu Jiang, Ahmed Hassan Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni, Omar Zia Khan

Proceedings of the 24th International Conference on World Wide Web, 2015

Understanding and Predicting Graded Search Satisfaction.

Jiepu Jiang, Ahmed Hassan Awadallah, Xiaolin Shi, Ryen W. White

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Personalizing Search on Shared Devices.

Ryen W. White, Ahmed Hassan Awadallah

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Struggling and Success in Web Search.

Daan Odijk, Ryen W. White, Ahmed Hassan Awadallah, Susan T. Dumais

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Characterizing and Predicting Voice Query Reformulation.

Ahmed Hassan Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Content Bias in Online Health Search.

Ryen W. White, Ahmed Hassan Awadallah

ACM Trans. Web, 2014

A Random Walk-Based Model for Identifying Semantic Orientation.

Ahmed Hassan Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev

Comput. Linguistics, 2014

From devices to people: attribution of search activity in multi-user settings.

Ryen W. White, Ahmed Hassan Awadallah, Adish Singla, Eric Horvitz

Proceedings of the 23rd International World Wide Web Conference, 2014

Contextual and dimensional relevance judgments for reusable SERP-level evaluation.

Peter B. Golbus, Imed Zitouni, Jin Young Kim, Ahmed Hassan Awadallah, Fernando Diaz

Proceedings of the 23rd International World Wide Web Conference, 2014

Modeling dwell time to predict click-level satisfaction.

Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Struggling or exploring?: disambiguating long search sessions.

Ahmed Hassan Awadallah, Ryen W. White, Susan T. Dumais, Yi-Min Wang

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Modeling action-level satisfaction for search task satisfaction prediction.

Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Hassan Awadallah, Ryen W. White

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Context-aware web search abandonment prediction.

Yang Song, Xiaolin Shi, Ryen White, Ahmed Hassan Awadallah

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Enhancing personalization via search activity attribution.

Adish Singla, Ryen W. White, Ahmed Hassan Awadallah, Eric Horvitz

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Comparing client and server dwell time estimates for click-level satisfaction prediction.

Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Machine-Assisted Search Preference Evaluation.

Ahmed Hassan Awadallah, Imed Zitouni

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Supporting Complex Search Tasks.

Ahmed Hassan Awadallah, Ryen W. White, Patrick Pantel, Susan T. Dumais, Yi-Min Wang

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Enhancing personalized search by mining and modeling task behavior.

Ryen W. White, Wei Chu, Ahmed Hassan Awadallah, Xiaodong He, Yang Song, Hongning Wang

Proceedings of the 22nd International World Wide Web Conference, 2013

Playing by the rules: mining query associations to predict search performance.

Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Yi-Min Wang

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Toward self-correcting search engines: using underperforming queries to improve search.

Ahmed Hassan Awadallah, Ryen W. White, Yi-Min Wang

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Personalized models of search satisfaction.

Ahmed Hassan Awadallah, Ryen W. White

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Beyond clicks: query reformulation as a predictor of search satisfaction.

Ahmed Hassan Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Extracting Signed Social Networks from Text.

Ahmed Hassan Awadallah, Amjad Abu-Jbara, Dragomir R. Radev

Proceedings of TextGraphs@ACL 2012: the 7th Workshop on Graph-based Methods for Natural Language Processing, 2012

AttitudeMiner: Mining Attitude from Online Discussions.

Amjad Abu-Jbara, Ahmed Hassan Awadallah, Dragomir R. Radev

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants.

Ahmed Hassan Awadallah, Amjad Abu-Jbara, Dragomir R. Radev

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Task tours: helping users tackle complex search tasks.

Ahmed Hassan Awadallah, Ryen W. White

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Identifying Roles in Social Networks using Linguistic Analysis.

Ahmed Hassan Awadallah

PhD thesis, 2011

Improving Image Search based on User Created Communities

Amruta Joshi, Junghoo Cho, Dragomir R. Radev, Ahmed Hassan Awadallah

CoRR, 2011

The effect of linguistic constraints on the large scale organization of language

Madhav Krishna, Ahmed Hassan Awadallah, Yang Liu, Dragomir R. Radev

CoRR, 2011

A task level metric for measuring web search satisfaction and its application on improving relevance estimation.

Ahmed Hassan Awadallah, Yang Song, Li-wei He

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Identifying the Semantic Orientation of Foreign Words.

Ahmed Hassan Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir R. Radev

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

Beyond DCG: user behavior as a predictor of a successful search.

Ahmed Hassan Awadallah, Rosie Jones, Kristina Lisa Klinkner

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

What's with the Attitude? Identifying Sentences with Attitude in Online Discussions.

Ahmed Hassan Awadallah, Vahed Qazvinian, Dragomir R. Radev

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Identifying Text Polarity Using Random Walks.

Ahmed Hassan Awadallah, Dragomir R. Radev

Proceedings of the ACL 2010, 2010

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

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Content Based Recommendation and Summarization in the Blogosphere.

Ahmed Hassan Awadallah, Dragomir R. Radev, Junghoo Cho, Amruta Joshi

Proceedings of the Third International Conference on Weblogs and Social Media, 2009

A case study of using geographic cues to predict query news intent.

Ahmed Hassan Awadallah, Rosie Jones, Fernando Diaz

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008

Language Independent Text Correction using Finite State Automata.

Ahmed Hassan Awadallah, Sara Noeman, Hany Hassan

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Geographic features in web search retrieval.

Rosie Jones, Ahmed Hassan Awadallah, Fernando Diaz

Proceedings of the 5th ACM Workshop On Geographic Information Retrieval, 2008

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

Proceedings of the COLING 2008, 2008

2006

Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement.

Hany Hassan, Ahmed Hassan Awadallah, Ossama Emam

Proceedings of the EMNLP 2006, 2006