---
title: "Peter Clark — all works — Elamur Research"
description: "All 43 works of Peter Clark 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/peter-clark/works/"
---
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# Peter Clark — all works

43 works · [← Peter Clark](https://md.research.elamur.ai/free/en/authors/peter-clark/)

1. [**Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge arXiv:1803.05457**Peter Clark, Isaac Cowhey, Oren Etzioni, et al.*2018 · 2,394 citations*](https://md.research.elamur.ai/free/en/papers/clark-2018-think-have-solved-question-answering/)
2. **[Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering ↗](https://aclanthology.org/D18-1260/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Todor Mihaylov et al.*2018 · 1,687 citations*
3. **[UNIFIEDQA: Crossing Format Boundaries with a Single QA System](https://md.research.elamur.ai/free/en/papers/khashabi-2020-unifiedqa-crossing-format-boundaries-single/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Daniel Khashabi, Sewon Min, Tushar Khot, et al.*2020 · 857 citations*
4. **[Transformers as Soft Reasoners over Language](https://md.research.elamur.ai/free/en/papers/clark-2020-transformers-soft-reasoners-over-language/) [International Joint Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/)**Peter Clark, Oyvind Tafjord, Kyle Richardson*2020 · 382 citations*
5. [**Complexity-Based Prompting for Multi-Step Reasoning arXiv:2210.00720**Yao Fu, Hao Peng, Ashish Sabharwal, et al.*2022 · 345 citations*](https://md.research.elamur.ai/free/en/papers/fu-2022-complexity-based-prompting-multi-step/)
6. **[ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language](https://md.research.elamur.ai/free/en/papers/tafjord-2021-proofwriter-generating-implications-proofs-abductive/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Oyvind Tafjord, Bhavana Dalvi, Peter Clark*2021 · 335 citations*
7. **[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*
8. **[SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge](https://md.research.elamur.ai/free/en/papers/dzikovska-2013-semeval-2013-task-7-joint/) [Joint Conference on Lexical and Computational Semantics (*SEM)](https://md.research.elamur.ai/free/en/venues/starsem/)**Myroslava Dzikovska, Rodney Nielsen, Chris Brew, et al.*2013 · 235 citations*
9. [**Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning arXiv:2209.14610**Pan Lu, Liang Qiu, Kai-Wei Chang, et al.*2022 · 219 citations*](https://md.research.elamur.ai/free/en/papers/lu-2022-dynamic-prompt-learning-policy-gradient/)
10. **[Explaining Answers with Entailment Trees](https://md.research.elamur.ai/free/en/papers/dalvi-2021-explaining-answers-entailment-trees/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, et al.*2021 · 211 citations*
11. **[Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions ↗](https://doi.org/10.1609/aaai.v30i1.10325) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Peter E. Clark et al.*2016 · 191 citations*
12. **[Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension ↗](https://aclanthology.org/N18-1144/) Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yet**Bhavana Dalvi et al.*2018 · 181 citations*
13. **[LILA: A Unified Benchmark for Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/mishra-2022-lila-unified-benchmark-mathematical-reasoning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Swaroop Mishra, Matthew Finlayson, Pan Lu, et al.*2022 · 179 citations*
14. **[Reasoning Over Paragraph Effects in Situations](https://md.research.elamur.ai/free/en/papers/lin-2019-reasoning-over-paragraph-effects-situations/) [Workshop on Machine Reading for Question Answering](https://md.research.elamur.ai/free/en/venues/mrqa/)**Kevin Lin, Oyvind Tafjord, Peter Clark, et al.*2019 · 176 citations*
15. **[Answering Complex Questions Using Open Information Extraction](https://md.research.elamur.ai/free/en/papers/khot-2017-answering-complex-questions-open-information/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tushar Khot, Ashish Sabharwal, Peter Clark*2017 · 134 citations*
16. **[Reasoning about Actions and State Changes by Injecting Commonsense Knowledge ↗](https://aclanthology.org/D18-1006/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Niket Tandon et al.*2018 · 129 citations*
17. **[Question Answering via Integer Programming over Semi-Structured Knowledge ↗](https://arxiv.org/abs/1604.06076) arXiv (Cornell University) · no summary yet**Daniel Khashabi et al.*2016 · 117 citations*
18. **[Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge! ↗](https://doi.org/10.1609/aaai.v29i2.19066) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Peter E. Clark*2015 · 106 citations*
19. **[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*
20. **[Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models](https://md.research.elamur.ai/free/en/papers/khot-2021-text-modular-networks-learning-decompose/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Tushar Khot, Daniel Khashabi, Kyle Richardson, et al.*2021 · 95 citations*
21. **[ADaPT: As-Needed Decomposition and Planning with Language Models](https://md.research.elamur.ai/free/en/papers/prasad-2024-adapt-as-needed-decomposition-planning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Archiki Prasad, Alexander Koller, Mareike Hartmann, et al.*2024 · 89 citations*
22. **[RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs](https://md.research.elamur.ai/free/en/papers/akyurek-2023-rl4f-generating-natural-language-feedback/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Afra Feyza Akyurek, Ekin Akyurek, Ashwin Kalyan, et al.*2023 · 89 citations*
23. **[QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions ↗](https://arxiv.org/abs/1909.03553) arXiv:1909.03553 · no summary yet**Oyvind Tafjord et al.*2019 · 81 citations*
24. **[Domain-Targeted, High Precision Knowledge Extraction ↗](https://aclanthology.org/Q17-1017/) Transactions of the Association for Computational Linguistics · no summary yet**Bhavana Dalvi Mishra, Niket Tandon, Peter Clark*2017 · 72 citations*
25. **[General-Purpose Question-Answering with Macaw ↗](https://arxiv.org/abs/2109.02593) arXiv:2109.02593 · no summary yet**Oyvind Tafjord, Peter Clark*2021 · 65 citations*
26. **[BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief ↗](https://arxiv.org/abs/2109.14723) arXiv:2109.14723 · no summary yet**Nora Kassner et al.*2021 · 62 citations*
27. **[DiscoveryBench: Towards Data-Driven Discovery with Large Language Models ↗](https://arxiv.org/abs/2407.01725) arXiv:2407.01725 · no summary yet**Bodhisattwa Prasad Majumder et al.*2024 · 55 citations*
28. **[Exploring Markov Logic Networks for Question Answering ↗](https://aclanthology.org/D15-1080/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Tushar Khot et al.*2015 · 55 citations*
29. **[From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project ↗](https://arxiv.org/abs/1909.01958) arXiv:1909.01958 · no summary yet**Peter Clark et al.*2019 · 48 citations*
30. [**CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization arXiv:2310.10134**Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Peter Jansen, et al.*2023 · 34 citations*](https://md.research.elamur.ai/free/en/papers/majumder-2023-clin-continually-learning-language-agent/)
31. [**IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions**Wenhao Yu, Meng Jiang, Peter Clark, et al.*English · 26 citations*](https://md.research.elamur.ai/free/en/papers/yu-2023-ifqa-dataset-open-domain-question/)
32. **[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*
33. **[IKE - An Interactive Tool for Knowledge Extraction ↗](https://aclanthology.org/W16-1303/) Proceedings of the 5th Workshop on Automated Knowledge Base Construction · no summary yet**Bhavana Dalvi et al.*2016 · 24 citations*
34. [**Moving Beyond the Turing Test with the Allen AI Science Challenge arXiv:1604.04315**Carissa Schoenick, Peter Clark, Oyvind Tafjord, et al.*2016 · 22 citations*](https://md.research.elamur.ai/free/en/papers/schoenick-2016-moving-turing-test-allen/)
35. **[The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ↗](https://aclanthology.org/2024.acl-long.378/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Peter Hase et al.*2024 · 21 citations*
36. [**Data-driven Discovery with Large Generative Models arXiv:2402.13610**Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, et al.*2024 · 15 citations*](https://md.research.elamur.ai/free/en/papers/majumder-2024-data-driven-discovery-large-generative/)
37. **[Language Modeling by Language Models ↗](https://arxiv.org/abs/2506.20249) arXiv:2506.20249 · no summary yet**Junyan Cheng, Peter Clark, Kyle Richardson*2025 · 9 citations*
38. **[Markov Logic Networks for Natural Language Question Answering ↗](https://arxiv.org/abs/1507.03045) arXiv (Cornell University) · no summary yet**Tushar Khot et al.*2015 · 8 citations*
39. **[Constructing a Textual KB from a Biology TextBook ↗](https://aclanthology.org/W12-3014/) Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX) · no summary yet**Peter Clark et al.*2012 · 8 citations*
40. **[Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic](https://md.research.elamur.ai/free/en/papers/weir-2024-enhancing-systematic-decompositional-natural-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nathaniel Weir, Kate Sanders, Orion Weller, et al.*2024 · 7 citations*
41. [**What Knowledge is Needed to Solve the RTE5 Textual Entailment Challenge? arXiv:1806.03561**Peter Clark*2018 · 7 citations*](https://md.research.elamur.ai/free/en/papers/clark-2018-knowledge-needed-solve-rte5-textual/)
42. **[HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance](https://md.research.elamur.ai/free/en/papers/vasu-2025-hyper-literature-grounded-hypothesis-generation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Rosni Vasu, Chandrayee Basu, Bhavana Dalvi Mishra, et al.*2025 · 5 citations*
43. **[Exploiting Paraphrases and Deferred Sense Commitment to Interpret Questions more Reliably ↗](https://aclanthology.org/C10-2020/) Coling 2010: Posters · no summary yet**Peter Clark, Phil Harrison*2010 · 4 citations*