🧑‍🔬 Matt Gardner — all works

37 works · ← Matt Gardner

1. Deep Contextualized Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 14,944 citations
2. AllenNLP: A Deep Semantic Natural Language Processing PlatformarXiv:1803.07640Matt Gardner, Joel Grus, Mark Neumann, et al.2018 · 1,819 citations
3. Linguistic Knowledge and Transferability of Contextual RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,021 citations
4. Universal Adversarial Triggers for Attacking and Analyzing NLP ↗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 yetEric Wallace et al.2019 · 989 citations
5. DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over ParagraphsDheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.English · 960 citations
6. Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJesse Dodge et al.2021 · 564 citations
7. Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Christopher Clark, Matt Gardner2017 · 562 citations
8. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core list · 531 citations
9. Crowdsourcing Multiple Choice Science QuestionsWorkshop on Noisy User-generated TextJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 524 citations
10. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Pradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 384 citations
11. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 352 citations
12. Neural Semantic Parsing with Type Constraints for Semi-Structured Tables ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetJayant Krishnamurthy, Pradeep Dasigi, Matt Gardner2017 · 337 citations
13. 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
14. Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential ReasoningPradeep Dasigi, Nelson F. Liu, Ana Marasovic, et al.English · 259 citations
15. Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetRobert Logan et al.2019 · 247 citations
16. Compositional Questions Do Not Necessitate Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Eric Wallace, Sameer Singh, et al.2019 · 235 citations
17. 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
18. AllenNLP Interpret: A Framework for Explaining Predictions of NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Wallace, Jens Tuyls, Junlin Wang, et al.2019 · 182 citations
19. Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetMatt Gardner, Tom Mitchell2015 · 179 citations
20. Reasoning Over Paragraph Effects in SituationsWorkshop on Machine Reading for Question AnsweringKevin Lin, Oyvind Tafjord, Peter Clark, et al.2019 · 176 citations
21. Impact of Pretraining Term Frequencies on Few-Shot Numerical ReasoningFindings of the Association for Computational LinguisticsYasaman Razeghi, Robert L Logan IV, Matt Gardner, et al.2022 · 165 citations
22. Evaluating Question Answering Evaluation ↗Proceedings of the 2nd Workshop on Machine Reading for Question Answering · no summary yetAnthony Chen et al.2019 · 153 citations
23. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.English · 152 citations
24. 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
25. Competency Problems: On Finding and Removing Artifacts in Language Data ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMatt Gardner et al.2021 · 144 citations
26. ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSanjay Subramanian et al.2022 · 142 citations
27. Neural Module Networks for Reasoning over Text ↗arXiv (Cornell University) · no summary yetNitish Gupta et al.2019 · 114 citations
28. Learning from Task DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP)Orion Weller, Nicholas Lourie, Matt Gardner, et al.2020 · 112 citations
29. MedICaT: A Dataset of Medical Images, Captions, and Textual References ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetSanjay Subramanian et al.2020 · 100 citations
30. Generating Data to Mitigate Spurious Correlations in Natural Language Inference DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxiang Wu, Matt Gardner, Pontus Stenetorp, et al.2022 · 99 citations
31. Tailor: Generating and Perturbing Text with Semantic ControlsAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Ross, Tongshuang Wu, Hao Peng, et al.2022 · 93 citations
32. QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions ↗arXiv:1909.03553 · no summary yetOyvind Tafjord et al.2019 · 81 citations
33. Iterative Search for Weakly Supervised Semantic Parsing ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetPradeep Dasigi et al.2019 · 71 citations
34. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
35. Neural Semantic Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetMatt Gardner et al.2018 · 23 citations
36. Paired Examples as Indirect Supervision in Latent Decision Models ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetNitish Gupta et al.2021 · 9 citations
37. Understanding Mention Detector-Linker Interaction in Neural Coreference ResolutionWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Zhaofeng Wu, Matt Gardner2021 · 6 citations

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