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Works of Greater Boston

357 · page 1 of 4 · the most cited first · ← Greater Boston

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  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. MIMIC-III, a freely accessible critical care databaseScientific DataAlistair E. W. Johnson, Tom Pollard, Lu Shen, et al.2016 · 8,544 citations
  3. Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language modelsPLOS Digital HealthTiffany H. Kung, Morgan Cheatham, Arielle Medenilla, et al.2023 · 4,168 citations
  4. MIMIC-IV, a freely accessible electronic health record datasetScientific DataAlistair E. W. Johnson, Lucas Bulgarelli, Lu Shen, et al.2023 · 3,386 citations
  5. Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading BooksarXiv:1506.06724Yukun Zhu, Ryan Kiros, Richard Zemel, et al.2015 · 3,051 citations
  6. OpenNMT: Open-Source Toolkit for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Guillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,469 citations
  7. Statistical Significance Tests for Machine Translation EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Philipp Koehn2004 · 2,444 citations
  8. A Primer in BERTology: What We Know About How BERT WorksTransactions of the Association for Computational Linguistics (TACL)Anna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,134 citations
  9. Centering: A Framework for Modeling the Local Coherence of DiscourseBarbara J. Grosz, Aravind K. Joshi, Scott Weinstein1995 · 2,103 citations
  10. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word EmbeddingsarXiv:1607.06520Tolga Bolukbasi, Kai-Wei Chang, James Zou, et al.2016 · 2,050 citations
  11. A Maximum-Entropy-Inspired ParserConference on Applied Natural Language Processing (ANLP)Eugene Charniak2000 · 2,050 citations
  12. BERT Rediscovers the Classical NLP PipelineAnnual Meeting of the Association for Computational Linguistics (ACL)Ian Tenney, Dipanjan Das, Ellie Pavlick2019 · 2,002 citations
  13. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  14. 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
  15. Character-Aware Neural Language ModelsProceedings of the AAAI Conference on Artificial IntelligenceYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,860 citations
  16. Towards Deep Learning Models Resistant to Adversarial AttacksarXiv:1706.06083Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, et al.2017 · 1,788 citations
  17. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,635 citations
  18. Multitask Prompted Training Enables Zero-Shot Task GeneralizationarXiv:2110.08207Victor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,581 citations
  19. 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
  20. ChatGPT Outperforms Crowd-Workers for Text-Annotation TasksProceedings of the National Academy of SciencesFabrizio Gilardi, Meysam Alizadeh, Maël Kubli2023 · 1,533 citations
  21. GLM: General Language Model Pretraining with Autoregressive Blank InfillingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,452 citations
  22. Sequence-Level Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP)Yoon Kim, Alexander M. Rush2016 · 1,445 citations
  23. 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
  24. Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative RerankingEugene Charniak, Mark Johnson2005 · 1,312 citations
  25. Publicly Available Clinical BERT EmbeddingsarXiv:1904.03323Emily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,226 citations
  26. An Empirical Study of Smoothing Techniques for Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Stanley F. Chen, Joshua Goodman1996 · 1,217 citations
  27. 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
  28. 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
  29. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sumit Chopra, Michael Auli, Alexander M. Rush2016 · 1,091 citations
  30. Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial GrammarsarXiv:1207.1420Luke S. Zettlemoyer, Michael Collins2012 · 1,074 citations
  31. CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotesSameer Pradhan, Alessandro Moschitti, Nianwen Xue, et al.2012 · 1,066 citations
  32. A Model-Theoretic Coreference Scoring SchemeMarc Vilain, John Burger, John Aberdeen, et al.1995 · 1,055 citations
  33. GPT Understands, TooAI OpenXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,045 citations
  34. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,022 citations
  35. 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
  36. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 990 citations
  37. Bottom-Up Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Sebastian Gehrmann, Yuntian Deng, Alexander Rush2018 · 944 citations
  38. Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language ModelsarXiv:2304.01852 · Meta-Radiology (2023)100,017Yiheng Liu, Tianle Han, Siyuan Ma, et al.2023 · 938 citations
  39. Rationalizing Neural PredictionsConference on Empirical Methods in Natural Language Processing (EMNLP)Tao Lei, Regina Barzilay, Tommi Jaakkola2016 · 935 citations
  40. Clause Restructuring for Statistical Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Collins, Philipp Koehn, Ivona Kučerová2005 · 919 citations
  41. Modeling Local Coherence: An Entity-Based ApproachComputational LinguisticsRegina Barzilay, Mirella Lapata2008 · 913 citations
  42. Extracting Training Data from Large Language ModelsarXiv:2012.07805Nicholas Carlini, Florian Tramer, Eric Wallace, et al.2020 · 911 citations
  43. TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLPConference on Empirical Methods in Natural Language Processing (EMNLP)John X. Morris, Eli Lifland, Jin Yong Yoo, et al.2020 · 858 citations
  44. Challenges in Data-to-Document GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 850 citations
  45. Effective Self-Training for ParsingDavid McClosky, Eugene Charniak, Mark Johnson2006 · 847 citations
  46. 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
  47. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 821 citations
  48. ClinicalBERT: Modeling Clinical Notes and Predicting Hospital ReadmissionarXiv:1904.05342Kexin Huang, Jaan Altosaar, Rajesh Ranganath2019 · 798 citations
  49. Revealing the Dark Secrets of BERTarXiv:1908.08593Olga Kovaleva, Alexey Romanov, Anna Rogers, et al.2019 · 745 citations
  50. Analysis Methods in Neural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Yonatan Belinkov, James Glass2019 · 737 citations
  51. Triton: An Intermediate Language and Compiler for Tiled Neural Network ComputationsMAPL 2019Philippe Tillet, H. T. Kung, David Cox2019 · 728 citations
  52. Crosslingual Generalization through Multitask FinetuningarXiv:2211.01786Niklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.2022 · 695 citations
  53. 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
  54. Simple Semi-supervised Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Terry Koo, Xavier Carreras, Michael Collins2008 · 657 citations
  55. Discriminating Gender on TwitterConference on Empirical Methods in Natural Language Processing (EMNLP)John D. Burger, John Henderson, George Kim, et al.2011 · 632 citations
  56. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  57. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmConference on Empirical Methods in Natural Language Processing (EMNLP)Bjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 621 citations
  58. Object Hallucination in Image CaptioningConference on Empirical Methods in Natural Language Processing (EMNLP)Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 619 citations
  59. A Critique and Improvement of an Evaluation Metric for Text SegmentationComputational LinguisticsLev Pevzner, Marti A. Hearst2002 · 595 citations
  60. How Powerful are Graph Neural Networks?arXiv:1810.00826Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 594 citations
  61. 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
  62. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
  63. Incremental Parsing with the Perceptron AlgorithmMichael Collins, Brian Roark2004 · 568 citations
  64. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationarXiv:1912.02164Sumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 567 citations
  65. Improving Factuality and Reasoning in Language Models through Multiagent DebatearXiv:2305.14325Yilun Du, Shuang Li, Antonio Torralba, et al.2023 · 565 citations
  66. Finding Parts in Very Large CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Matthew Berland, Eugene Charniak1999 · 561 citations
  67. Sentence Fusion for Multidocument News SummarizationComputational LinguisticsRegina Barzilay, Kathleen R. McKeown2005 · 549 citations
  68. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsarXiv:2009.13081Di Jin, Eileen Pan, Nassim Oufattole, et al.2020 · 546 citations
  69. Edinburgh System Description for the 2005 IWSLT Speech Translation EvaluationInternational Conference on Spoken Language Translation (IWSLT)Philipp Koehn, Amittai Axelrod, Alexandra Birch Mayne, et al.2005 · 545 citations
  70. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodearXiv:2403.07974Naman Jain, King Han, Alex Gu, et al.2024 · 540 citations
  71. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
  72. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ji Young Lee, Franck Dernoncourt2016 · 512 citations
  73. Benchmarking Aggression Identification in Social MediaInternational Conference on Computational Linguistics (COLING)Ritesh Kumar, Atul Kr. Ojha, Shervin Malmasi, et al.2018 · 510 citations
  74. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesAnnual Meeting of the Association for Computational Linguistics (ACL)Ryan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 495 citations
  75. PCFG Models of Linguistic Tree RepresentationsComputational LinguisticsMark Johnson1998 · 488 citations
  76. What do Neural Machine Translation Models Learn about Morphology?Annual Meeting of the Association for Computational Linguistics (ACL)Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
  77. Show your work: Scratchpads for intermediate computation with language models2021 · 452 citations
  78. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
  79. Large language models are few-shot clinical information extractorsConference on Empirical Methods in Natural Language Processing (EMNLP)Monica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 450 citations
  80. Automatic construction of a hypernym-labeled noun hierarchy from textAnnual Meeting of the Association for Computational Linguistics (ACL)Sharon A. Caraballo1999 · 443 citations
  81. Grammatical Category Disambiguation by Statistical OptimizationComputational LinguisticsSteven J. DeRose1988 · 441 citations
  82. CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotesSameer Pradhan, Lance Ramshaw, Mitchell Marcus, et al.2011 · 434 citations
  83. Analyzing the Structure of Attention in a Transformer Language ModelarXiv:1906.04284Jesse Vig, Yonatan Belinkov2019 · 432 citations
  84. 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
  85. Probabilistic Top-Down Parsing and Language ModelingComputational LinguisticsBrian Roark2001 · 424 citations
  86. Commonsense Knowledge Mining from Pretrained ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Joe Davison, Joshua Feldman, Alexander Rush2019 · 413 citations
  87. A Stochastic Finite-State Word-Segmentation Algorithm for ChineseComputational LinguisticsRichard W. Sproat, Chilin Shih, William Gale, et al.1996 · 413 citations
  88. Frame-Semantic ParsingComputational LinguisticsDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  89. Synchronous Tree-Adjoining GrammarsInternational Conference on Computational Linguistics (COLING)Stuart M. Shieber, Yves Schabes1990 · 405 citations
  90. Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Albert Webson, Ellie Pavlick2022 · 398 citations
  91. Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation TechniquesAnnual Meeting of the Association for Computational Linguistics (ACL)Stefan Riezler, Tracy H. King, Ronald M. Kaplan, et al.2002 · 396 citations
  92. Immediate-Head Parsing for Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Eugene Charniak2001 · 387 citations
  93. Aligning AI With Shared Human ValuesarXiv:2008.02275Dan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 383 citations
  94. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsarXiv:2308.11462Neel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 381 citations
  95. 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
  96. Representing Discourse Coherence: A Corpus-Based StudyComputational LinguisticsFlorian Wolf, Edward Gibson2005 · 377 citations
  97. 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
  98. Contextual Dependencies in Unsupervised Word SegmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Sharon Goldwater, Thomas L. Griffiths, Mark Johnson2006 · 372 citations
  99. Experiments with a Higher-Order Projective Dependency ParserConference on Empirical Methods in Natural Language Processing (EMNLP)Xavier Carreras2007 · 358 citations
  100. Parameter-Efficient Transfer Learning with Diff PruningAnnual Meeting of the Association for Computational Linguistics (ACL)Demi Guo, Alexander Rush, Yoon Kim2021 · 357 citations

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