🏙️ Works of Greater Boston from 2021

29 works · the most cited first · ← Greater Boston

1. Making Pre-trained Language Models Better Few-shot LearnersAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyu Gao, Adam Fisch, Danqi Chen2021 · 1,963 citations
2. Multitask Prompted Training Enables Zero-Shot Task GeneralizationarXiv:2110.08207Victor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,581 citations
3. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing SurveysBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,552 citations
4. StereoSet: Measuring stereotypical bias in pretrained language modelsAnnual Meeting of the Association for Computational Linguistics (ACL)Moin Nadeem, Anna Bethke, Siva Reddy2021 · 1,132 citations
5. GPT Understands, TooAI OpenXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,045 citations
6. Show your work: Scratchpads for intermediate computation with language models2021 · 452 citations
7. MasakhaNER: Named Entity Recognition for African LanguagesTransactions of the Association for Computational Linguistics (TACL)David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
8. Parameter-Efficient Transfer Learning with Diff PruningAnnual Meeting of the Association for Computational Linguistics (ACL)Demi Guo, Alexander Rush, Yoon Kim2021 · 357 citations
9. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
10. Multimodal Few-Shot Learning with Frozen Language ModelsarXiv:2106.13884Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 243 citations
11. Paragraph-level Simplification of Medical TextsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ashwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 140 citations
12. Revisiting the Uniform Information Density HypothesisConference on Empirical Methods in Natural Language Processing (EMNLP)Clara Meister, Tiago Pimentel, Patrick Haller, et al.2021 · 123 citations
13. Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in ColorConference on Computational Natural Language Learning (CoNLL)Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, et al.2021 · 119 citations
14. Frequency Effects on Syntactic Rule Learning in TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Jason Wei, Dan Garrette, Tal Linzen, et al.2021 · 91 citations
15. BERT Busters: Outlier Dimensions that Disrupt TransformersFindings of the Association for Computational LinguisticsOlga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, et al.2021 · 90 citations
16. A Rate–Distortion view of human pragmatic reasoning?Society for Computation in Linguistics (SCiL)Noga Zaslavsky, Jennifer Hu, Roger P. Levy2021 · 69 citations
17. Figurative Language in Recognizing Textual EntailmentFindings of the Association for Computational LinguisticsTuhin Chakrabarty, Debanjan Ghosh, Adam Poliak, et al.2021 · 63 citations
18. Which Linguist Invented the Lightbulb? Presupposition Verification for Question-AnsweringNajoung Kim, Ellie Pavlick, Burcu Karagol Ayan, et al.2021 · 63 citations
19. Deciphering Undersegmented Ancient Scripts Using Phonetic PriorJiaming Luo, Frederik Hartmann, Enrico Santus, et al.2021 · 29 citations
20. Presuppositional exhaustificationSemantics and PragmaticsItai Bassi, Guillermo Del Pinal, Uli Sauerland2021 · 27 citations
21. A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational SpeechAnnual Meeting of the Association for Computational Linguistics (ACL)Jingxuan Yang, Kerui Xu, Jun Xu, et al.2021 · 16 citations
22. “Laughing at you or with you”: The Role of Sarcasm in Shaping the Disagreement SpaceConference of the European Chapter of the Association for Computational Linguistics (EACL)Debanjan Ghosh, Ritvik Shrivastava, Smaranda Muresan2021 · 11 citations
23. A practical introduction to the Rational Speech Act modeling frameworkGregory Scontras, Michael Henry Tessler, Michael Franke2021 · 8 citations
24. Cognitive and social delays in the initiation of conversational repairDialogue & DiscourseJulia Beret Mertens, J. P. de Ruiter2021 · 8 citations
25. Predicting pragmatic discourse features in the language of adults with autism spectrum disorderAnnual Meeting of the Association for Computational Linguistics (ACL)Christine Yang, Duanchen Liu, Qingyun Yang, et al.2021 · 6 citations
26. Intensionalizing Abstract Meaning Representations: Non-Veridicality and ScopeLinguistic Annotation Workshop (LAW)Gregor Williamson, Patrick Elliott, Yuxin Ji2021 · 4 citations
27. Every ambiguity isn't syntactic in nature: Testing the Rational Speech Act model of scope ambiguity\ensuremath*Society for Computation in Linguistics (SCiL)Sherry Yong Chen, Bob van Tiel2021 · 3 citations
28. Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain AnalysisSagar Indurkhya, Beracah Yankama, Robert C. Berwick2021 · 2 citations
29. Defining Definiteness in TuroyoMiriam Yifrach, Elizabeth Coppock2021 · 1 citation

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