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🗣️ Language and Linguistics

9,206 papers · page 23 of 93 · 2126–2225 · 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 (9,206)

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  1. SIMPLE: A General Framework for the Development of Multilingual LexiconsNuria Bel, Federica Busa, Nicoletta Calzolari, et al.2000 · 250 citations
  2. Measuring Faithfulness in Chain-of-Thought ReasoningTamera Lanham, Anna Chen, Ansh Radhakrishnan, et al.2023 · 249 citations
  3. Fast and Accurate Shift-Reduce Constituent ParsingMuhua Zhu, Yue Zhang, Wenliang Chen, et al.2013 · 249 citations
  4. Generalizing Word Lattice TranslationChristopher Dyer, Smaranda Muresan, Philip Resnik2008 · 249 citations
  5. Prototype-Driven Learning for Sequence ModelsAria Haghighi, Dan Klein2006 · 249 citations
  6. PageRank on Semantic Networks, with Application to Word Sense DisambiguationRada Mihalcea, Paul Tarau, Elizabeth Figa2004 · 249 citations
  7. LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsKaiyu Yang, Aidan M. Swope, Alex Gu, et al.2023 · 248 citations
  8. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  9. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 248 citations
  10. Reasoning with Sarcasm by Reading In-BetweenYi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 248 citations
  11. A Statistical Model for Multilingual Entity Detection and TrackingR. Florian, H. Hassan, A. Ittycheriah, et al.2004 · 248 citations
  12. A Fast and Portable Realizer for Text Generation SystemsBenoit Lavoie, Owen Rainbow1997 · 248 citations
  13. OpenAI GPT-5 System CardAaditya Singh, Adam Fry, Adam Perelman, et al.2025 · 247 citations
  14. RedPajama: an Open Dataset for Training Large Language ModelsMaurice Weber, Daniel Fu, Quentin Anthony, et al.2024 · 247 citations
  15. SEED-Bench: Benchmarking Multimodal LLMs with Generative ComprehensionBohao Li, Rui Wang, Guangzhi Wang, et al.2023 · 247 citations
  16. Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 247 citations
  17. MedDialog: Large-scale Medical Dialogue DatasetsGuangtao Zeng, Wenmian Yang, Zeqian Ju, et al.2020 · 247 citations
  18. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesJiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
  19. A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsS.M Towhidul Islam Tonmoy, S M Mehedi Zaman, Vinija Jain, et al.2024 · 246 citations
  20. Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionLu Xu, Yew Ken Chia, Lidong Bing2021 · 246 citations
  21. Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event ExtractionShun Zheng, Wei Cao, Wei Xu, et al.2019 · 246 citations
  22. Personalizing Dialogue Agents via Meta-LearningAndrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, et al.2019 · 246 citations
  23. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 246 citations
  24. Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesAnthony Rios, Ramakanth Kavuluru2018 · 246 citations
  25. Cross-lingual Models of Word Embeddings: An Empirical ComparisonShyam Upadhyay, Manaal Faruqui, Chris Dyer, et al.2016 · 246 citations
  26. Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolutionAgata Cybulska, Piek Vossen2014 · 246 citations
  27. Learning Context-Dependent Mappings from Sentences to Logical FormLuke Zettlemoyer, Michael Collins2009 · 246 citations
  28. Automatic Evaluation of Information Ordering: Kendall's TauMirella Lapata2006 · 246 citations
  29. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelAhmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
  30. MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningXiangru Tang, Anni Zou, Zhuosheng Zhang, et al.2024 · 245 citations
  31. NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each BenchmarkOscar Sainz, Jon Campos, Iker García-Ferrero, et al.2023 · 245 citations
  32. Ignore Previous Prompt: Attack Techniques For Language ModelsFabio Perez, Ian Ribeiro2022 · 245 citations
  33. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.2020 · 245 citations
  34. Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsXueliang Zhao, Wei Wu, Can Xu, et al.2020 · 245 citations
  35. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTZhiyong Wu, Yun Chen, Ben Kao, et al.2020 · 245 citations
  36. Can You Unpack That? Learning to Rewrite Questions-in-ContextAhmed Elgohary, Denis Peskov, Jordan Boyd-Graber2019 · 245 citations
  37. ASPEC: Asian Scientific Paper Excerpt CorpusToshiaki Nakazawa, Manabu Yaguchi, Kiyotaka Uchimoto, et al.2016 · 245 citations
  38. Hallucinations in Large Multilingual Translation ModelsNuno M. Guerreiro, Duarte M. Alves, Jonas Waldendorf, et al.2023 · 244 citations
  39. MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersKrishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 244 citations
  40. NCRF++: An Open-source Neural Sequence Labeling ToolkitJie Yang, Yue Zhang2018 · 244 citations
  41. Demographic Factors Improve Classification PerformanceDirk Hovy2015 · 244 citations
  42. Improved Part-of-Speech Tagging for Online Conversational Text with Word ClustersOlutobi Owoputi, Brendan O'Connor, Chris Dyer, et al.2013 · 244 citations
  43. Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
  44. HOO 2012: A Report on the Preposition and Determiner Error Correction Shared TaskRobert Dale, Ilya Anisimoff, George Narroway2012 · 244 citations
  45. SMOR: A German Computational Morphology Covering Derivation, Composition and InflectionHelmut Schmid, Arne Fitschen, Ulrich Heid2004 · 244 citations
  46. Estimators for Stochastic “Unification-Based” GrammarsMark Johnson, Stuart Geman, Stephen Canon, et al.1999 · 244 citations
  47. KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV CacheZirui Liu, Jiayi Yuan, Hongye Jin, et al.2024 · 243 citations
  48. Multimodal Few-Shot Learning with Frozen Language ModelsMaria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 243 citations
  49. CLUE: A Chinese Language Understanding Evaluation BenchmarkLiang Xu, Hai Hu, Xuanwei Zhang, et al.2020 · 243 citations
  50. Argumentation Mining in User-Generated Web DiscourseIvan Habernal, Iryna Gurevych2017 · 243 citations
  51. Learning to Distinguish Hypernyms and Co-HyponymsJulie Weeds, Daoud Clarke, Jeremy Reffin, et al.2014 · 243 citations
  52. Word-Sense Disambiguation for Machine TranslationDavid Vickrey, Luke Biewald, Marc Teyssier, et al.2005 · 243 citations
  53. Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?Hwee Tou Ng, Jin Kiat Low2004 · 243 citations
  54. Factuality Challenges in the Era of Large Language ModelsIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 242 citations
  55. In-context Examples Selection for Machine TranslationSweta Agrawal, Chunting Zhou, Mike Lewis, et al.2023 · 242 citations
  56. Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsZhuoyan Li, Hangxiao Zhu, Zhuoran Lu, et al.2023 · 242 citations
  57. ZeroGen: Efficient Zero-shot Learning via Dataset GenerationJiacheng Ye, Jiahui Gao, Qintong Li, et al.2022 · 242 citations
  58. Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment AnalysisZhuang Chen, Tieyun Qian2020 · 242 citations
  59. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.2019 · 242 citations
  60. Training Neural Machine Translation to Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico, et al.2019 · 242 citations
  61. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingXiaochuang Han, Jacob Eisenstein2019 · 242 citations
  62. Towards Exploiting Background Knowledge for Building Conversation SystemsNikita Moghe, Siddhartha Arora, Suman Banerjee, et al.2018 · 242 citations
  63. Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence ModelsYuanlong Shao, Stephan Gouws, Denny Britz, et al.2017 · 242 citations
  64. Multi-domain Neural Network Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2016 · 242 citations
  65. Resolving Complex Cases of Definite Pronouns: The Winograd Schema ChallengeAltaf Rahman, Vincent Ng2012 · 242 citations
  66. Experiments with a Multilanguage Non-Projective Dependency ParserGiuseppe Attardi2006 · 242 citations
  67. Scaling Web-based Acquisition of Entailment RelationsIdan Szpektor, Hristo Tanev, Ido Dagan, et al.2004 · 242 citations
  68. Large Language Monkeys: Scaling Inference Compute with Repeated SamplingBradley Brown, Jordan Juravsky, Ryan Ehrlich, et al.2024 · 241 citations
  69. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
  70. The Curious Case of Hallucinations in Neural Machine TranslationVikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt2021 · 241 citations
  71. A review of sentiment analysis research in Arabic languageOumaima Oueslati; Erik Cambria; Moez Ben HajHmida;, Habib Ounelli2020 · 241 citations
  72. Hierarchical Graph Network for Multi-hop Question AnsweringYuwei Fang, Siqi Sun, Zhe Gan, et al.2020 · 241 citations
  73. Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsYuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 241 citations
  74. Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 241 citations
  75. Charagram: Embedding Words and Sentences via Character n-gramsJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2016 · 241 citations
  76. Simplifying Lexical Simplification: Do We Need Simplified Corpora?Goran Glavaš, Sanja Štajner2015 · 241 citations
  77. Stance Classification using Dialogic Properties of PersuasionMarilyn Walker, Pranav Anand, Rob Abbott, et al.2012 · 241 citations
  78. Domain Adaptation for Statistical Machine Translation with Monolingual ResourcesNicola Bertoldi, Marcello Federico2009 · 241 citations
  79. Trusting Your Evidence: Hallucinate Less with Context-aware DecodingWeijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 240 citations
  80. MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsZhaojiang Lin, Andrea Madotto, Genta Indra Winata, et al.2020 · 240 citations
  81. SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed TweetsParth Patwa, Gustavo Aguilar, Sudipta Kar, et al.2020 · 240 citations
  82. “Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style TransferAkhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran2019 · 240 citations
  83. Comparing Automatic and Human Evaluation of Local Explanations for Text ClassificationDong Nguyen2018 · 240 citations
  84. A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.Kristina Gulordava, Marco Baroni2011 · 240 citations
  85. The BioScope corpus: annotation for negation, uncertainty and their scope in biomedical textsGyörgy Szarvas, Veronika Vincze, Richárd Farkas, et al.2008 · 240 citations
  86. Combining Outputs from Multiple Machine Translation SystemsAntti-Veikko Rosti, Necip Fazil Ayan, Bing Xiang, et al.2007 · 240 citations
  87. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
  88. Language Models can Solve Computer TasksGeunwoo Kim, Pierre Baldi, Stephen McAleer2023 · 239 citations
  89. RAFT: Reward rAnked FineTuning for Generative Foundation Model AlignmentHanze Dong, Wei Xiong, Deepanshu Goyal, et al.2023 · 239 citations
  90. ASQA: Factoid Questions Meet Long-Form AnswersIvan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.2022 · 239 citations
  91. Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-ThoughtAbulhair Saparov, He He2022 · 239 citations
  92. OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of GeneralizationSrinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, et al.2022 · 239 citations
  93. MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing BenchmarkHaoran Li, Abhinav Arora, Shuohui Chen, et al.2021 · 239 citations
  94. Supporting Clustering with Contrastive LearningDejiao Zhang, Feng Nan, Xiaokai Wei, et al.2021 · 239 citations
  95. Analysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
  96. BERT-of-Theseus: Compressing BERT by Progressive Module ReplacingCanwen Xu, Wangchunshu Zhou, Tao Ge, et al.2020 · 239 citations
  97. Curriculum Learning for Natural Language UnderstandingBenfeng Xu, Licheng Zhang, Zhendong Mao, et al.2020 · 239 citations
  98. Arabic natural language processing: An overviewImane Guellil, Houda Saadane, Faical Azouaou, et al.2019 · 239 citations
  99. Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
  100. Event-Driven Emotion Cause Extraction with Corpus ConstructionLin Gui, Dongyin Wu, Ruifeng Xu, et al.2016 · 239 citations

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