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🗣️ Language and Linguistics

9,206 papers · page 3 of 93 · 126–225 · the most cited first · all shelves

Language and Linguistics is a subfield of Arts and Humanities in the OpenAlex classification of science. The topics most of its papers here are on: «Natural Language Processing Techniques», «Topic Modeling», «Syntax, Semantics, Linguistic Variation».

 Papers

1 2 3 4 … 93

  1. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,260 citations
  2. ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language TasksJiasen Lu, Dhruv Batra, Devi Parikh, et al.2019 · 2,237 citations
  3. Emergent Abilities of Large Language ModelsJason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,229 citations
  4. GPT-4o System CardOpenAI, Aaron Hurst, Adam Lerer, et al.2024 · 2,221 citations
  5. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,218 citations
  6. Automatic Labeling of Semantic RolesDaniel Gildea, Daniel Jurafsky2002 · 2,218 citations
  7. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,207 citations
  8. Reflexion: Language Agents with Verbal Reinforcement LearningNoah Shinn, Federico Cassano, Edward Berman, et al.2023 · 2,204 citations
  9. WordNet: A Lexical Database for EnglishGeorge A. Miller1994 · 2,194 citations
  10. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,190 citations
  11. Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,174 citations
  12. Probabilistic Latent Semantic AnalysisThomas Hofmann1999 · 2,148 citations
  13. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,134 citations
  14. BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, et al.2023 · 2,122 citations
  15. Flamingo: a Visual Language Model for Few-Shot LearningJean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, et al.2022 · 2,118 citations
  16. chrF: character n-gram F-score for automatic MT evaluationMaja Popović2015 · 2,107 citations
  17. How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger, Dan Garrette2019 · 2,104 citations
  18. Centering: A Framework for Modeling the Local Coherence of DiscourseBarbara J. Grosz, Aravind K. Joshi, Scott Weinstein1995 · 2,103 citations
  19. Automatic Retrieval and Clustering of Similar WordsDekang Lin1998 · 2,062 citations
  20. TruthfulQA: Measuring How Models Mimic Human FalsehoodsStephanie Lin, Jacob Hilton, Owain Evans2022 · 2,052 citations
  21. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word EmbeddingsTolga Bolukbasi, Kai-Wei Chang, James Zou, et al.2016 · 2,050 citations
  22. A Maximum-Entropy-Inspired ParserEugene Charniak2000 · 2,050 citations
  23. Reading Tea Leaves: How Humans Interpret Topic ModelsJonathan Chang, Jordan Boyd-Graber, Sean Gerrish, et al.2009 · 2,045 citations
  24. Information structure in discourse: Towards an integrated formal theory of pragmaticsCraige Roberts2012 · 2,020 citations
  25. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringDrew A. Hudson, Christopher D. Manning2019 · 2,006 citations
  26. BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das, Ellie Pavlick2019 · 2,002 citations
  27. Head-Driven Statistical Models for Natural Language ParsingMichael Collins2003 · 2,001 citations
  28. Automatic Evaluation of Summaries Using N-gram Co-occurrence StatisticsChin-Yew Lin, Eduard Hovy2003 · 1,971 citations
  29. Bidirectional Attention Flow for Machine ComprehensionMinjoon Seo, Aniruddha Kembhavi, Ali Farhadi, et al.2016 · 1,968 citations
  30. Making Pre-trained Language Models Better Few-shot LearnersTianyu Gao, Adam Fisch, Danqi Chen2021 · 1,963 citations
  31. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,942 citations
  32. Knowledge Graph Embedding via Dynamic Mapping MatrixGuoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,940 citations
  33. Abstract Meaning Representation for SembankingLaura Banarescu, Claire Bonial, Shu Cai, et al.2013 · 1,919 citations
  34. Extracting Product Features and Opinions from ReviewsAna-Maria Popescu, Oren Etzioni2005 · 1,905 citations
  35. Incorporating Copying Mechanism in Sequence-to-Sequence LearningJiatao Gu, Zhengdong Lu, Hang Li, et al.2016 · 1,904 citations
  36. AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated PromptsTaylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.2020 · 1,886 citations
  37. Microsoft COCO Captions: Data Collection and Evaluation ServerXinlei Chen, Hao Fang, Tsung-Yi Lin, et al.2015 · 1,871 citations
  38. A Language Modeling Approach to Information RetrievalJay M. Ponte, W. Bruce Croft1998 · 1,869 citations
  39. Character-Aware Neural Language ModelsYoon Kim, Yacine Jernite, David Sontag, et al.2015 · 1,860 citations
  40. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,849 citations
  41. Automatically Constructing a Corpus of Sentential ParaphrasesWilliam B. Dolan, Chris Brockett2005 · 1,844 citations
  42. Design Challenges and Misconceptions in Named Entity RecognitionLev Ratinov, Dan Roth2009 · 1,841 citations
  43. PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationJingqing Zhang, Yao Zhao, Mohammad Saleh, et al.2019 · 1,816 citations
  44. SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused EvaluationDaniel Cer, Mona Diab, Eneko Agirre, et al.2017 · 1,813 citations
  45. DeBERTa: Decoding-enhanced BERT with Disentangled AttentionPengcheng He, Xiaodong Liu, Jianfeng Gao, et al.2020 · 1,808 citations
  46. AllenNLP: A Deep Semantic Natural Language Processing PlatformMatt Gardner, Joel Grus, Mark Neumann, et al.2018 · 1,807 citations
  47. Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language InferenceTimo Schick, Hinrich Schütze2021 · 1,803 citations
  48. What Does BERT Learn about the Structure of Language?Ganesh Jawahar, Benoît Sagot, Djamé Seddah2019 · 1,799 citations
  49. The Penn Discourse TreeBank 2.0.Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al.2008 · 1,794 citations
  50. Domain Adaptation with Structural Correspondence LearningJohn Blitzer, Ryan McDonald, Fernando Pereira2006 · 1,794 citations
  51. Attention-Based Models for Speech RecognitionJan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,787 citations
  52. COMET: A Neural Framework for MT EvaluationRicardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 1,784 citations
  53. A Structured Self-attentive Sentence EmbeddingZhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.2017 · 1,782 citations
  54. ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTOmar Khattab, Matei Zaharia2020 · 1,777 citations
  55. A Neural Conversational ModelOriol Vinyals, Quoc Le2015 · 1,776 citations
  56. Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech TaggingEric Brill1995 · 1,776 citations
  57. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  58. KenLM: Faster and Smaller Language Model QueriesKenneth Heafield2011 · 1,762 citations
  59. TnT – A Statistical Part-of-Speech TaggerThorsten Brants2000 · 1,757 citations
  60. Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,753 citations
  61. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,741 citations
  62. BERTopic: Neural topic modeling with a class-based TF-IDF procedureMaarten Grootendorst2022 · 1,732 citations
  63. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,703 citations
  64. Language (Technology) is Power: A Critical Survey of “Bias” in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,703 citations
  65. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,690 citations
  66. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationDuyu Tang, Bing Qin, Ting Liu2015 · 1,684 citations
  67. A Hierarchical Phrase-Based Model for Statistical Machine TranslationDavid Chiang2005 · 1,683 citations
  68. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,679 citations
  69. Pointer Sentinel Mixture ModelsStephen Merity, Caiming Xiong, James Bradbury, et al.2016 · 1,677 citations
  70. Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard Grave2021 · 1,675 citations
  71. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,671 citations
  72. Relation Classification via Convolutional Deep Neural NetworkDaojian Zeng, Kang Liu, Siwei Lai, et al.2014 · 1,670 citations
  73. SemEval-2016 Task 5: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2016 · 1,659 citations
  74. Learning Question ClassifiersXin Li, Dan Roth2002 · 1,653 citations
  75. Retrieval-Augmented Generation for Large Language Models: A SurveyYunfan Gao, Yun Xiong, Xinyu Gao, et al.2023 · 1,648 citations
  76. Qwen Technical ReportJinze Bai, Shuai Bai, Yunfei Chu, et al.2023 · 1,645 citations
  77. A Deep Reinforced Model for Abstractive SummarizationRomain Paulus, Caiming Xiong, Richard Socher2017 · 1,640 citations
  78. Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,635 citations
  79. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,629 citations
  80. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,629 citations
  81. Hierarchical Phrase-Based TranslationDavid Chiang2007 · 1,628 citations
  82. Universal Sentence EncoderDaniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,625 citations
  83. Improving Distributional Similarity with Lessons Learned from Word EmbeddingsOmer Levy, Yoav Goldberg, Ido Dagan2015 · 1,624 citations
  84. A Simple Rule-Based Part of Speech TaggerEric Brill1992 · 1,619 citations
  85. Recurrent Continuous Translation ModelsNal Kalchbrenner, Phil Blunsom2013 · 1,614 citations
  86. Evaluating WordNet-based Measures of Lexical Semantic RelatednessAlexander Budanitsky, Graeme Hirst2006 · 1,614 citations
  87. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresMakoto Miwa, Mohit Bansal2016 · 1,603 citations
  88. A Decomposable Attention Model for Natural Language InferenceAnkur Parikh, Oscar Täckström, Dipanjan Das, et al.2016 · 1,601 citations
  89. Deep Speech: Scaling up end-to-end speech recognitionAwni Hannun, Carl Case, Jared Casper, et al.2014 · 1,585 citations
  90. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL TaskTao Yu, Rui Zhang, Kai Yang, et al.2018 · 1,584 citations
  91. Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,581 citations
  92. WordNet Affect: an Affective Extension of WordNetCarlo Strapparava, Alessandro Valitutti2004 · 1,577 citations
  93. SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of DocumentsRamesh Nallapati, Feifei Zhai, Bowen Zhou2016 · 1,573 citations
  94. Semantic Compositionality through Recursive Matrix-Vector SpacesRichard Socher, Brody Huval, Christopher D. Manning, et al.2012 · 1,571 citations
  95. A Maximum Entropy Model for Part-Of-Speech TaggingAdwait Ratnaparkhi1996 · 1,555 citations
  96. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,552 citations
  97. Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,549 citations
  98. Competition-Level Code Generation with AlphaCodeYujia Li, David Choi, Junyoung Chung, et al.2022 · 1,545 citations
  99. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,545 citations
  100. Universal Sentence Encoder for EnglishDaniel Cer, Yinfei Yang, Sheng-yi Kong, et al.2018 · 1,545 citations

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