Ahmed Awadallah
Orcid: 0000-0001-6426-3537Affiliations:
- Microsoft Research, Redmond, WA, USA
- University of Michigan, Ann Arbor, MI, USA (PhD 2011)
According to our database1,
Ahmed Awadallah
authored at least 172 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Trans. Mach. Learn. Res., 2024
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting.
CoRR, 2024
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF.
CoRR, 2024
CoRR, 2024
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences.
CoRR, 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents.
CoRR, 2024
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
2023
CoRR, 2023
SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions.
CoRR, 2023
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback.
CoRR, 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference.
CoRR, 2023
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models.
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference.
Proceedings of the International Conference on Automated Machine Learning, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
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.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
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.
CoRR, 2022
CoRR, 2022
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022.
CoRR, 2022
CoRR, 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models.
CoRR, 2022
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models.
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.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Summ<sup>N</sup>: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022
2021
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression.
CoRR, 2021
NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment.
CoRR, 2021
WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding.
CoRR, 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
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.
Proceedings of the NeurIPS 2022 Competition Track, 2021
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
CoRR, 2020
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
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
Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
CoRR, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching.
CoRR, 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
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.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, 2018
2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 2016 Text Analysis Conference, 2016
Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016
2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
2014
Comput. Linguistics, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
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.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Proceedings of the 22nd International World Wide Web Conference, 2013
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.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Proceedings of TextGraphs@ACL 2012: the 7th Workshop on Graph-based Methods for Natural Language Processing, 2012
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.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
CoRR, 2011
A task level metric for measuring web search satisfaction and its application on improving relevance estimation.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
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
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the Third International Conference on Weblogs and Social Media, 2009
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
2008
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008
Proceedings of the 5th ACM Workshop On Geographic Information Retrieval, 2008
Proceedings of the COLING 2008, 2008
2006
Proceedings of the EMNLP 2006, 2006