🧑‍🔬 Jonathan Berant — all works

53 works · ← Jonathan Berant

1. Semantic Parsing on Freebase from Question-Answer PairsConference on Empirical Methods in Natural Language Processing (EMNLP)Jonathan Berant, Andrew Chou, Roy Frostig, et al.2013 · 2,331 citations
2. CommonsenseQA: A Question Answering Challenge Targeting Commonsense KnowledgeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alon Talmor, Jonathan Herzig, Nicholas Lourie, et al.2019 · 1,676 citations
3. The Web as a Knowledge-Base for Answering Complex QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alon Talmor, Jonathan Berant2018 · 819 citations
4. Transformer Feed-Forward Layers Are Key-Value Memories ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMor Geva et al.2021 · 811 citations
5. Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies ↗Transactions of the Association for Computational Linguistics · no summary yetMor Geva et al.2021 · 780 citations
6. Learning To Retrieve Prompts for In-Context LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ohad Rubin, Jonathan Herzig, Jonathan Berant2021 · 724 citations
7. Semantic Parsing via ParaphrasingAnnual Meeting of the Association for Computational Linguistics (ACL)Jonathan Berant, Percy Liang2014 · 686 citations
8. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core list · 531 citations
9. Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChen Liang et al.2017 · 522 citations
10. Building a Semantic Parser Overnight ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetYushi Wang, Jonathan Berant, Percy Liang2015 · 480 citations
11. Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetMor Geva, Yoav Goldberg, Jonathan Berant2019 · 455 citations
12. oLMpics — On what Language Model Pre-training CapturesTransactions of the Association for Computational Linguistics (TACL)Alon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 440 citations
13. Modeling Biological Processes for Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.2014 · 292 citations
14. Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Ben Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
15. Injecting Numerical Reasoning Skills into Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mor Geva, Ankit Gupta, Jonathan Berant2020 · 269 citations
16. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Alon Talmor, Jonathan Berant2019 · 236 citations
17. Text Segmentation as a Supervised Learning TaskConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Omri Koshorek, Adir Cohen, Noam Mor, et al.2018 · 229 citations
18. Break It Down: A Question Understanding BenchmarkTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 222 citations
19. Coarse-to-Fine Question Answering for Long Documents ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEunsol Choi et al.2017 · 213 citations
20. Making Retrieval-Augmented Language Models Robust to Irrelevant ContextarXiv:2310.01558Ori Yoran, Tomer Wolfson, Ori Ram, et al.2023 · 195 citations
21. Global Learning of Typed Entailment RulesAnnual Meeting of the Association for Computational Linguistics (ACL)Jonathan Berant, Ido Dagan, Jacob Goldberger2011 · 182 citations
22. SCROLLS: Standardized CompaRison Over Long Language SequencesConference on Empirical Methods in Natural Language Processing (EMNLP)Uri Shaham, Elad Segal, Maor Ivgi, et al.2022 · 165 citations
23. Global Reasoning over Database Structures for Text-to-SQL Parsing ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetBen Bogin, Matt Gardner, Jonathan Berant2019 · 152 citations
24. Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing ↗arXiv (Cornell University) · no summary yetLiang Chen et al.2018 · 150 citations
25. SmBoP: Semi-autoregressive Bottom-up Semantic Parsing ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetOhad Rubin, Jonathan Berant2021 · 144 citations
26. Diverse Demonstrations Improve In-context Compositional GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL)Itay Levy, Ben Bogin, Jonathan Berant2023 · 141 citations
27. Span-based Semantic Parsing for Compositional Generalization ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJonathan Herzig, Jonathan Berant2021 · 140 citations
28. ZeroSCROLLS: A Zero-Shot Benchmark for Long Text UnderstandingFindings of the Association for Computational LinguisticsUri Shaham, Maor Ivgi, Avia Efrat, et al.2023 · 132 citations
29. Analyzing Transformers in Embedding SpaceAnnual Meeting of the Association for Computational Linguistics (ACL)Guy Dar, Mor Geva, Ankit Gupta, et al.2023 · 130 citations
30. BERTese: Learning to Speak to BERT ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetAdi Haviv, Jonathan Berant, Amir Globerson2021 · 123 citations
31. Few-Shot Question Answering by Pretraining Span Selection ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetOri Ram et al.2021 · 121 citations
32. A Simple and Effective Model for Answering Multi-span Questions ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetElad Segal et al.2020 · 110 citations
33. Evaluating the Evaluation of Diversity in Natural Language GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL)Guy Tevet, Jonathan Berant2021 · 106 citations
34. Answering Questions by Meta-Reasoning over Multiple Chains of ThoughtConference on Empirical Methods in Natural Language Processing (EMNLP)Ori Yoran, Tomer Wolfson, Ben Bogin, et al.2023 · 99 citations
35. Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge ↗arXiv:2006.06609 · no summary yetAlon Talmor et al.2020 · 98 citations
36. Weakly Supervised Semantic Parsing with Abstract Examples ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetOmer Goldman et al.2018 · 98 citations
37. Imitation Learning of Agenda-based Semantic ParsersTransactions of the Association for Computational Linguistics (TACL)Jonathan Berant, Percy Liang2015 · 95 citations
38. Efficient Long-Text Understanding with Short-Text ModelsTransactions of the Association for Computational Linguistics (TACL)Maor Ivgi, Uri Shaham, Jonathan Berant2023 · 94 citations
39. CommonsenseQA 2.0: Exposing the Limits of AI through Gamification ↗arXiv:2201.05320 · no summary yetAlon Talmor et al.2022 · 94 citations
40. Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ↗arXiv:2410.08146 · no summary yetAmrith Setlur et al.2024 · 93 citations
41. Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetJonathan Herzig, Jonathan Berant2018 · 82 citations
42. In-Context Learning with Long-Context Models: An In-Depth ExplorationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Amanda Bertsch, Maor Ivgi, Emily Xiao, et al.2025 · 81 citations
43. Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetJonathan Herzig, Jonathan Berant2019 · 70 citations
44. Crawling the Internal Knowledge-Base of Language ModelsFindings of the Association for Computational LinguisticsRoi Cohen, Mor Geva, Jonathan Berant, et al.2023 · 67 citations
45. Learning to Retrieve Passages without Supervision ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetOri Ram et al.2022 · 65 citations
46. AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?Conference on Empirical Methods in Natural Language Processing (EMNLP)Ori Yoran, Samuel Joseph Amouyal, Chaitanya Malaviya, et al.2024 · 46 citations
47. Learning Biological Processes with Global Constraints ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetAju Thalappillil Scaria et al.2013 · 25 citations
48. A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules ↗Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing · no summary yetRoy Bar-Haim, Jonathan Berant, Ido Dagan2009 · 23 citations
49. Dolomites: Domain-Specific Long-Form Methodical TasksTransactions of the Association for Computational Linguistics (TACL)Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, et al.2025 · 12 citations
50. Hierarchical Question Answering for Long Documents ↗arXiv (Cornell University) · no summary yetEunsol Choi et al.2016 · 12 citations
51. Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version) ↗arXiv (Cornell University) · no summary yetLiang Chen et al.2016 · 8 citations
52. MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗arXiv:2602.24188 · no summary yetJacob Eisenstein et al.2026 · 1 citation
53. A Simple Global Neural Discourse ParserarXiv:2009.01312Yichu Zhou, Omri Koshorek, Vivek Srikumar, et al.2020

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