---
title: "Jonathan Berant — all works — Elamur Research"
description: "All 53 works of Jonathan Berant in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/jonathan-berant/works/"
---
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# Jonathan Berant — all works

53 works · [← Jonathan Berant](https://md.research.elamur.ai/free/en/authors/jonathan-berant/)

1. **[Semantic Parsing on Freebase from Question-Answer Pairs](https://md.research.elamur.ai/free/en/papers/berant-2013-semantic-parsing-freebase-question-answer/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jonathan Berant, Andrew Chou, Roy Frostig, et al.*2013 · 2,331 citations*
2. **[CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/talmor-2019-commonsenseqa-question-answering-challenge-targeting/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Alon Talmor, Jonathan Herzig, Nicholas Lourie, et al.*2019 · 1,676 citations*
3. **[The Web as a Knowledge-Base for Answering Complex Questions](https://md.research.elamur.ai/free/en/papers/talmor-2018-web-as-knowledge-base-answering/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Alon Talmor, Jonathan Berant*2018 · 819 citations*
4. **[Transformer Feed-Forward Layers Are Key-Value Memories ↗](https://aclanthology.org/2021.emnlp-main.446/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mor Geva et al.*2021 · 811 citations*
5. **[Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies ↗](https://aclanthology.org/2021.tacl-1.21/) Transactions of the Association for Computational Linguistics · no summary yet**Mor Geva et al.*2021 · 780 citations*
6. **[Learning To Retrieve Prompts for In-Context Learning](https://md.research.elamur.ai/free/en/papers/rubin-2021-learning-retrieve-prompts-context-learning/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Ohad Rubin, Jonathan Herzig, Jonathan Berant*2021 · 724 citations*
7. **[Semantic Parsing via Paraphrasing](https://md.research.elamur.ai/free/en/papers/berant-2014-semantic-parsing-paraphrasing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jonathan Berant, Percy Liang*2014 · 686 citations*
8. [**Evaluating Models' Local Decision Boundaries via Contrast Sets**Matt Gardner, Yoav Artzi, Victoria Basmov, et al.*Mova's core list · 531 citations*](https://md.research.elamur.ai/free/en/papers/gardner-2020-evaluating-models-local-decision-boundaries/)
9. **[Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ↗](https://aclanthology.org/P17-1003/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Chen Liang et al.*2017 · 522 citations*
10. **[Building a Semantic Parser Overnight ↗](https://aclanthology.org/P15-1129/) 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 yet**Yushi Wang, Jonathan Berant, Percy Liang*2015 · 480 citations*
11. **[Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets ↗](https://aclanthology.org/D19-1107/) 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 yet**Mor Geva, Yoav Goldberg, Jonathan Berant*2019 · 455 citations*
12. **[oLMpics — On what Language Model Pre-training Captures](https://md.research.elamur.ai/free/en/papers/talmor-2019-olmpics-language-model-pre-training/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Alon Talmor, Yanai Elazar, Yoav Goldberg, et al.*2019 · 440 citations*
13. **[Modeling Biological Processes for Reading Comprehension](https://md.research.elamur.ai/free/en/papers/berant-2014-modeling-biological-processes-reading-comprehension/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Parsing](https://md.research.elamur.ai/free/en/papers/bogin-2019-representing-schema-structure-graph-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ben Bogin, Jonathan Berant, Matt Gardner*2019 · 272 citations*
15. **[Injecting Numerical Reasoning Skills into Language Models](https://md.research.elamur.ai/free/en/papers/geva-2020-injecting-numerical-reasoning-skills-into/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mor Geva, Ankit Gupta, Jonathan Berant*2020 · 269 citations*
16. **[MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension](https://md.research.elamur.ai/free/en/papers/talmor-2019-multiqa-empirical-investigation-generalization-transfer/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alon Talmor, Jonathan Berant*2019 · 236 citations*
17. **[Text Segmentation as a Supervised Learning Task](https://md.research.elamur.ai/free/en/papers/koshorek-2018-text-segmentation-as-supervised-learning/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Omri Koshorek, Adir Cohen, Noam Mor, et al.*2018 · 229 citations*
18. **[Break It Down: A Question Understanding Benchmark](https://md.research.elamur.ai/free/en/papers/wolfson-2020-break-it-down-question-understanding/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Tomer Wolfson, Mor Geva, Ankit Gupta, et al.*2020 · 222 citations*
19. **[Coarse-to-Fine Question Answering for Long Documents ↗](https://aclanthology.org/P17-1020/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Eunsol Choi et al.*2017 · 213 citations*
20. [**Making Retrieval-Augmented Language Models Robust to Irrelevant Context arXiv:2310.01558**Ori Yoran, Tomer Wolfson, Ori Ram, et al.*2023 · 195 citations*](https://md.research.elamur.ai/free/en/papers/yoran-2023-making-retrieval-augmented-language-models/)
21. **[Global Learning of Typed Entailment Rules](https://md.research.elamur.ai/free/en/papers/berant-2011-global-learning-typed-entailment-rules/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jonathan Berant, Ido Dagan, Jacob Goldberger*2011 · 182 citations*
22. **[SCROLLS: Standardized CompaRison Over Long Language Sequences](https://md.research.elamur.ai/free/en/papers/shaham-2022-scrolls-standardized-comparison-over-long/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Uri Shaham, Elad Segal, Maor Ivgi, et al.*2022 · 165 citations*
23. **[Global Reasoning over Database Structures for Text-to-SQL Parsing ↗](https://aclanthology.org/D19-1378/) 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 yet**Ben Bogin, Matt Gardner, Jonathan Berant*2019 · 152 citations*
24. **[Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing ↗](https://arxiv.org/abs/1807.02322) arXiv (Cornell University) · no summary yet**Liang Chen et al.*2018 · 150 citations*
25. **[SmBoP: Semi-autoregressive Bottom-up Semantic Parsing ↗](https://aclanthology.org/2021.naacl-main.29/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Ohad Rubin, Jonathan Berant*2021 · 144 citations*
26. **[Diverse Demonstrations Improve In-context Compositional Generalization](https://md.research.elamur.ai/free/en/papers/levy-2023-diverse-demonstrations-improve-context-compositional/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Itay Levy, Ben Bogin, Jonathan Berant*2023 · 141 citations*
27. **[Span-based Semantic Parsing for Compositional Generalization ↗](https://aclanthology.org/2021.acl-long.74/) 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 yet**Jonathan Herzig, Jonathan Berant*2021 · 140 citations*
28. **[ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding](https://md.research.elamur.ai/free/en/papers/shaham-2023-zeroscrolls-zero-shot-benchmark-long/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Uri Shaham, Maor Ivgi, Avia Efrat, et al.*2023 · 132 citations*
29. **[Analyzing Transformers in Embedding Space](https://md.research.elamur.ai/free/en/papers/dar-2023-analyzing-transformers-embedding-space/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Guy Dar, Mor Geva, Ankit Gupta, et al.*2023 · 130 citations*
30. **[BERTese: Learning to Speak to BERT ↗](https://aclanthology.org/2021.eacl-main.316/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Adi Haviv, Jonathan Berant, Amir Globerson*2021 · 123 citations*
31. **[Few-Shot Question Answering by Pretraining Span Selection ↗](https://aclanthology.org/2021.acl-long.239/) 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 yet**Ori Ram et al.*2021 · 121 citations*
32. **[A Simple and Effective Model for Answering Multi-span Questions ↗](https://aclanthology.org/2020.emnlp-main.248/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Elad Segal et al.*2020 · 110 citations*
33. **[Evaluating the Evaluation of Diversity in Natural Language Generation](https://md.research.elamur.ai/free/en/papers/tevet-2021-evaluating-evaluation-diversity-natural-language/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Guy Tevet, Jonathan Berant*2021 · 106 citations*
34. **[Answering Questions by Meta-Reasoning over Multiple Chains of Thought](https://md.research.elamur.ai/free/en/papers/yoran-2023-answering-questions-meta-reasoning-over/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2006.06609) arXiv:2006.06609 · no summary yet**Alon Talmor et al.*2020 · 98 citations*
36. **[Weakly Supervised Semantic Parsing with Abstract Examples ↗](https://aclanthology.org/P18-1168/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Omer Goldman et al.*2018 · 98 citations*
37. **[Imitation Learning of Agenda-based Semantic Parsers](https://md.research.elamur.ai/free/en/papers/berant-2015-imitation-learning-agenda-based-semantic/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Jonathan Berant, Percy Liang*2015 · 95 citations*
38. **[Efficient Long-Text Understanding with Short-Text Models](https://md.research.elamur.ai/free/en/papers/ivgi-2023-efficient-long-text-understanding-short/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Maor Ivgi, Uri Shaham, Jonathan Berant*2023 · 94 citations*
39. **[CommonsenseQA 2.0: Exposing the Limits of AI through Gamification ↗](https://arxiv.org/abs/2201.05320) arXiv:2201.05320 · no summary yet**Alon Talmor et al.*2022 · 94 citations*
40. **[Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ↗](https://arxiv.org/abs/2410.08146) arXiv:2410.08146 · no summary yet**Amrith Setlur et al.*2024 · 93 citations*
41. **[Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing ↗](https://aclanthology.org/D18-1190/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jonathan Herzig, Jonathan Berant*2018 · 82 citations*
42. **[In-Context Learning with Long-Context Models: An In-Depth Exploration](https://md.research.elamur.ai/free/en/papers/bertsch-2025-context-learning-long-context-models/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/D19-1394/) 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 yet**Jonathan Herzig, Jonathan Berant*2019 · 70 citations*
44. **[Crawling the Internal Knowledge-Base of Language Models](https://md.research.elamur.ai/free/en/papers/cohen-2023-crawling-internal-knowledge-base-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Roi Cohen, Mor Geva, Jonathan Berant, et al.*2023 · 67 citations*
45. **[Learning to Retrieve Passages without Supervision ↗](https://aclanthology.org/2022.naacl-main.193/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Ori Ram et al.*2022 · 65 citations*
46. **[AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?](https://md.research.elamur.ai/free/en/papers/yoran-2024-assistantbench-can-web-agents-solve/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ori Yoran, Samuel Joseph Amouyal, Chaitanya Malaviya, et al.*2024 · 46 citations*
47. **[Learning Biological Processes with Global Constraints ↗](https://aclanthology.org/D13-1177/) Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yet**Aju Thalappillil Scaria et al.*2013 · 25 citations*
48. **[A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules ↗](https://aclanthology.org/D09-1110/) Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing · no summary yet**Roy Bar-Haim, Jonathan Berant, Ido Dagan*2009 · 23 citations*
49. **[Dolomites: Domain-Specific Long-Form Methodical Tasks](https://md.research.elamur.ai/free/en/papers/malaviya-2025-dolomites-domain-specific-long-form/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, et al.*2025 · 12 citations*
50. **[Hierarchical Question Answering for Long Documents ↗](https://arxiv.org/abs/1611.01839) arXiv (Cornell University) · no summary yet**Eunsol Choi et al.*2016 · 12 citations*
51. **[Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version) ↗](https://arxiv.org/abs/1612.01197) arXiv (Cornell University) · no summary yet**Liang Chen et al.*2016 · 8 citations*
52. **[MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗](https://arxiv.org/abs/2602.24188) arXiv:2602.24188 · no summary yet**Jacob Eisenstein et al.*2026 · 1 citation*
53. [**A Simple Global Neural Discourse Parser arXiv:2009.01312**Yichu Zhou, Omri Koshorek, Vivek Srikumar, et al.*2020*](https://md.research.elamur.ai/free/en/papers/zhou-2020-simple-global-neural-discourse-parser/)