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🗣️ Language and Linguistics

9,206 papers · page 4 of 93 · 226–325 · 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

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  1. ChatGPT Outperforms Crowd-Workers for Text-Annotation TasksFabrizio Gilardi, Meysam Alizadeh, Maël Kubli2023 · 1,533 citations
  2. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity RecognitionErik F. Tjong Kim Sang, Fien De Meulder2003 · 1,530 citations
  3. VisualBERT: A Simple and Performant Baseline for Vision and LanguageLiunian Harold Li, Mark Yatskar, Da Yin, et al.2019 · 1,525 citations
  4. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of contextGemini Team, Petko Georgiev, Ving Ian Lei, et al.2024 · 1,522 citations
  5. Efficient Transformers: A SurveyYi Tay, Mostafa Dehghani, Dara Bahri, et al.2020 · 1,522 citations
  6. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,520 citations
  7. Multi-Task Deep Neural Networks for Natural Language UnderstandingXiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,511 citations
  8. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,509 citations
  9. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,501 citations
  10. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningJack Hessel, Ari Holtzman, Maxwell Forbes, et al.2021 · 1,499 citations
  11. Multiword Expressions: A Pain in the Neck for NLPIvan A. Sag, Timothy Baldwin, Francis Bond, et al.2002 · 1,497 citations
  12. Deep Reinforcement Learning for Dialogue GenerationJiwei Li, Will Monroe, Alan Ritter, et al.2016 · 1,495 citations
  13. The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldPratik Joshi, Sebastin Santy, Amar Budhiraja, et al.2020 · 1,494 citations
  14. LEGAL-BERT: The Muppets straight out of Law SchoolIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,493 citations
  15. Pre-Training with Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu, et al.2019 · 1,490 citations
  16. Automatic Word Sense DiscriminationHinrich Schütze1998 · 1,486 citations
  17. Hedges: A Study in Meaning Criteria and the Logic of Fuzzy ConceptsGeorge Lakoff1973 · 1,486 citations
  18. The Automatic Content Extraction (ACE) Program – Tasks, Data, and EvaluationGeorge Doddington, Alexis Mitchell, Mark Przybocki, et al.2004 · 1,470 citations
  19. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationJunnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,469 citations
  20. Improved Statistical Alignment ModelsFranz Josef Och, Hermann Ney2000 · 1,467 citations
  21. Sentiment Analysis of Twitter DataApoorv Agarwal, Boyi Xie, Ilia Vovsha, et al.2011 · 1,461 citations
  22. Discriminative Training and Maximum Entropy Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2002 · 1,461 citations
  23. Open Information Extraction from the WebMichele Banko, Michael J. Cafarella, Stephen Soderland, et al.2007 · 1,459 citations
  24. Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, et al.2011 · 1,456 citations
  25. GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,452 citations
  26. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,450 citations
  27. SemEval-2015 Task 12: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2015 · 1,448 citations
  28. A Probabilistic Earley Parser as a Psycholinguistic ModelJohn Hale2001 · 1,448 citations
  29. Sequence-Level Knowledge DistillationYoon Kim, Alexander M. Rush2016 · 1,445 citations
  30. ELAN: a Professional Framework for Multimodality ResearchPeter Wittenburg, Hennie Brugman, Albert Russel, et al.2006 · 1,427 citations
  31. CoNLL-X Shared Task on Multilingual Dependency ParsingSabine Buchholz, Erwin Marsi2006 · 1,426 citations
  32. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,425 citations
  33. Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsJianmo Ni, Jiacheng Li, Julian McAuley2019 · 1,424 citations
  34. Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,420 citations
  35. Language-agnostic BERT Sentence EmbeddingFangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.2020 · 1,413 citations
  36. Unified Language Model Pre-training for Natural Language Understanding and GenerationLi Dong, Nan Yang, Wenhui Wang, et al.2019 · 1,406 citations
  37. Sequence Transduction with Recurrent Neural NetworksAlex Graves2012 · 1,406 citations
  38. Code Llama: Open Foundation Models for CodeBaptiste Rozière, Jonas Gehring, Fabian Gloeckle, et al.2024 · 1,399 citations
  39. Contextual String Embeddings for Sequence LabelingAlan Akbik, Duncan Blythe, Roland Vollgraf2018 · 1,398 citations
  40. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,375 citations
  41. NLTK: The Natural Language ToolkitSteven Bird2006 · 1,374 citations
  42. brat: a Web-based Tool for NLP-Assisted Text AnnotationPontus Stenetorp, Sampo Pyysalo, Goran Topić, et al.2012 · 1,368 citations
  43. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsAlexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,366 citations
  44. Let's Verify Step by StepHunter Lightman, Vineet Kosaraju, Yura Burda, et al.2023 · 1,361 citations
  45. Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,357 citations
  46. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationDuyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,346 citations
  47. Sequence Level Training with Recurrent Neural NetworksMarc'Aurelio Ranzato, Sumit Chopra, Michael Auli, et al.2015 · 1,338 citations
  48. Optimizing Semantic Coherence in Topic ModelsDavid Mimno, Hanna Wallach, Edmund Talley, et al.2011 · 1,338 citations
  49. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Li2003 · 1,336 citations
  50. LaMDA: Language Models for Dialog ApplicationsRomal Thoppilan, Daniel De Freitas, Jamie Hall, et al.2022 · 1,326 citations
  51. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentDi Jin, Zhijing Jin, Joey Tianyi Zhou, et al.2019 · 1,326 citations
  52. Parameter-efficient fine-tuning of large-scale pre-trained language modelsNing Ding, Yujia Qin, Guang You Yang, et al.2023 · 1,324 citations
  53. Deep Biaffine Attention for Neural Dependency ParsingTimothy Dozat, Christopher D. Manning2016 · 1,323 citations
  54. Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationNils Reimers, Iryna Gurevych2020 · 1,320 citations
  55. DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding SharingPengcheng He, Jianfeng Gao, Weizhu Chen2021 · 1,316 citations
  56. Language Modeling with Gated Convolutional NetworksYann N. Dauphin, Angela Fan, Michael Auli, et al.2016 · 1,315 citations
  57. Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative RerankingEugene Charniak, Mark Johnson2005 · 1,312 citations
  58. Long Short-Term Memory-Networks for Machine ReadingJianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,307 citations
  59. AraBERT: Transformer-based Model for Arabic Language UnderstandingWissam Antoun, Fady Baly, Hazem Hajj2020 · 1,302 citations
  60. BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsChristopher Clark, Kenton Lee, Ming-Wei Chang, et al.2019 · 1,301 citations
  61. A Machine Learning Approach to Coreference Resolution of Noun PhrasesWee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim2001 · 1,289 citations
  62. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,287 citations
  63. A Comprehensive Overview of Large Language ModelsHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,286 citations
  64. A Program for Aligning Sentences in Bilingual CorporaWilliam A. Gale, Kenneth W. Church1993 · 1,284 citations
  65. ReferItGame: Referring to Objects in Photographs of Natural ScenesSahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,282 citations
  66. CTRL: A Conditional Transformer Language Model for Controllable GenerationNitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,280 citations
  67. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,280 citations
  68. Deep Convolutional Neural Networks for Sentiment Analysis of Short TextsCícero dos Santos, Maíra Gatti2014 · 1,279 citations
  69. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,273 citations
  70. CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,267 citations
  71. The Rise and Potential of Large Language Model Based Agents: A SurveyZhiheng Xi, Wenxiang Chen, Xin Guo, et al.2023 · 1,264 citations
  72. Non-Projective Dependency Parsing using Spanning Tree AlgorithmsRyan McDonald, Fernando Pereira, Kiril Ribarov, et al.2005 · 1,259 citations
  73. Neural Responding Machine for Short-Text ConversationLifeng Shang, Zhengdong Lu, Hang Li2015 · 1,253 citations
  74. Learning Accurate, Compact, and Interpretable Tree AnnotationSlav Petrov, Leon Barrett, Romain Thibaux, et al.2006 · 1,244 citations
  75. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,243 citations
  76. What Makes Good In-Context Examples for GPT-3?Jiachang Liu, Dinghan Shen, Yizhe Zhang, et al.2022 · 1,238 citations
  77. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,236 citations
  78. A Structural Probe for Finding Syntax in Word RepresentationsJohn Hewitt, Christopher D. Manning2019 · 1,232 citations
  79. Publicly Available Clinical BERT EmbeddingsEmily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,226 citations
  80. PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,220 citations
  81. Learning Extraction Patterns for Subjective ExpressionsEllen Riloff, Janyce Wiebe2003 · 1,219 citations
  82. An Empirical Study of Smoothing Techniques for Language ModelingStanley F. Chen, Joshua Goodman1996 · 1,217 citations
  83. Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationLi Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,216 citations
  84. FastText.zip: Compressing text classification modelsArmand Joulin, Edouard Grave, Piotr Bojanowski, et al.2016 · 1,214 citations
  85. Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
  86. Recipes for Building an Open-Domain ChatbotStephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,208 citations
  87. DailyDialog: A Manually Labelled Multi-turn Dialogue DatasetYanran Li, Hui Su, Xiaoyu Shen, et al.2017 · 1,202 citations
  88. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,200 citations
  89. SemEval-2016 Task 6: Detecting Stance in TweetsSaif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, et al.2016 · 1,199 citations
  90. Opinion Word Expansion and Target Extraction through Double PropagationGuang Qiu, Bing Liu, Jiajun Bu, et al.2011 · 1,197 citations
  91. M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlv Chen, Shitao Xiao, Peitian Zhang, et al.2024 · 1,196 citations
  92. Attention is not not ExplanationSarah Wiegreffe, Yuval Pinter2019 · 1,196 citations
  93. Aspect Level Sentiment Classification with Deep Memory NetworkDuyu Tang, Bing Qin, Ting Liu2016 · 1,194 citations
  94. Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityYao Lu, Max Bartolo, Alastair Moore, et al.2022 · 1,190 citations
  95. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
  96. A Stochastic Parts Program and Noun Phrase Parser for Unrestricted TextKenneth Ward Church1988 · 1,183 citations
  97. A Universal Part-of-Speech TagsetSlav Petrov, Dipanjan Das, Ryan McDonald2012 · 1,180 citations
  98. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,177 citations
  99. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,175 citations
  100. A Shortest Path Dependency Kernel for Relation ExtractionRazvan Bunescu, Raymond Mooney2005 · 1,174 citations

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