🏙️ Works of Greater Boston from 2019

40 works · the most cited first · ← Greater Boston

1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonarXiv:1907.10121 (Nature Methods 17, 261 (2020))Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
2. BERT Rediscovers the Classical NLP PipelineAnnual Meeting of the Association for Computational Linguistics (ACL)Ian Tenney, Dipanjan Das, Ellie Pavlick2019 · 2,002 citations
3. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,635 citations
4. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentProceedings of the AAAI Conference on Artificial IntelligenceDi Jin, Zhijing Jin, Joey Tianyi Zhou, et al.2019 · 1,326 citations
5. Publicly Available Clinical BERT EmbeddingsarXiv:1904.03323Emily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,226 citations
6. Predicting the Type and Target of Offensive Posts in Social MediaConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,118 citations
7. 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 · 1,015 citations
8. Findings of the 2019 Conference on Machine Translation (WMT19)Conference on Machine Translation (WMT)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 841 citations
9. ClinicalBERT: Modeling Clinical Notes and Predicting Hospital ReadmissionarXiv:1904.05342Kexin Huang, Jaan Altosaar, Rajesh Ranganath2019 · 798 citations
10. Revealing the Dark Secrets of BERTarXiv:1908.08593Olga Kovaleva, Alexey Romanov, Anna Rogers, et al.2019 · 745 citations
11. Analysis Methods in Neural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Yonatan Belinkov, James Glass2019 · 737 citations
12. Triton: An Intermediate Language and Compiler for Tiled Neural Network ComputationsMAPL 2019Philippe Tillet, H. T. Kung, David Cox2019 · 728 citations
13. GLTR: Statistical Detection and Visualization of Generated TextAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush2019 · 693 citations
14. What do you learn from context? Probing for sentence structure in contextualized word representationsarXiv:1905.06316Ian Tenney, Patrick Xia, Berlin Chen, et al.2019 · 588 citations
15. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationarXiv:1912.02164Sumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 567 citations
16. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
17. Analyzing the Structure of Attention in a Transformer Language ModelarXiv:1906.04284Jesse Vig, Yonatan Belinkov2019 · 432 citations
18. Commonsense Knowledge Mining from Pretrained ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Joe Davison, Joshua Feldman, Alexander Rush2019 · 413 citations
19. Fine-Grained Analysis of Propaganda in News ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP)Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
20. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionWorkshop on Machine Reading for Question AnsweringAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
21. Towards Debiasing Fact Verification ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Tal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.2019 · 296 citations
22. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 295 citations
23. Neural language models as psycholinguistic subjects: Representations of syntactic stateConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Richard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
24. BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Eva Sharma, Chen Li, Lu Wang2019 · 235 citations
25. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
26. Compound Probabilistic Context-Free Grammars for Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Yoon Kim, Chris Dyer, Alexander Rush2019 · 196 citations
27. Probing What Different NLP Tasks Teach Machines about Function Word ComprehensionJoint Conference on Lexical and Computational Semantics (*SEM)Najoung Kim, Roma Patel, Adam Poliak, et al.2019 · 161 citations
28. Inferring Which Medical Treatments Work from Reports of Clinical TrialsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eric Lehman, Jay DeYoung, Regina Barzilay, et al.2019 · 159 citations
29. Evaluating Style Transfer for TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Remi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 155 citations
30. Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxuan Wang, Wanxiang Che, Jiang Guo, et al.2019 · 153 citations
31. Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Yonatan Belinkov, Adam Poliak, Stuart Shieber, et al.2019 · 121 citations
32. Argument Generation with Retrieval, Planning, and RealizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Hua, Zhe Hu, Lu Wang2019 · 113 citations
33. On Adversarial Removal of Hypothesis-only Bias in Natural Language InferenceJoint Conference on Lexical and Computational Semantics (*SEM)Yonatan Belinkov, Adam Poliak, Stuart Shieber, et al.2019 · 95 citations
34. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.2019 · 78 citations
35. ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine TweetsarXiv:1906.01830Ramy Baly, Alaa Khaddaj, Hazem Hajj, et al.2019 · 61 citations
36. How well do NLI models capture verb veridicality?Alexis Ross, Ellie Pavlick2019 · 61 citations
37. Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear BJiaming Luo, Yuan Cao, Regina Barzilay2019 · 43 citations
38. VerbNet Representations: Subevent Semantics for Transfer VerbsSusan Windisch Brown, Julia Bonn, James Gung, et al.2019 · 27 citations
39. Cross-document coreference: An approach to capturing coreference without contextInternational Workshop on Health Text Mining and Information Analysis (LOUHI)Kristin Wright-Bettner, Martha Palmer, Guergana Savova, et al.2019 · 15 citations
40. DARTS: Dialectal Arabic Transcription SystemarXiv:1909.12163Sameer Khurana, Ahmed Ali, James Glass2019 · 7 citations

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