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🗣️ Language and Linguistics

9,206 papers · page 18 of 93 · 1626–1725 · 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. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 319 citations
  2. Entailment above the word level in distributional semanticsMarco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, et al.2012 · 319 citations
  3. An Empirical Model of Multiword Expression DecomposabilityTimothy Baldwin, Colin Bannard, Takaaki Tanaka, et al.2003 · 319 citations
  4. MM-LLMs: Recent Advances in MultiModal Large Language ModelsDuzhen Zhang, Yahan Yu, Jiahua Dong, et al.2024 · 318 citations
  5. Document Expansion by Query PredictionRodrigo Nogueira, Wei Yang, Jimmy Lin, et al.2019 · 318 citations
  6. Distant Supervision for Relation Extraction beyond the Sentence BoundaryChris Quirk, Hoifung Poon2017 · 318 citations
  7. Unsupervised Pretraining for Sequence to Sequence LearningPrajit Ramachandran, Peter Liu, Quoc Le2017 · 318 citations
  8. N-gram-based Machine TranslationJosé Mariño, Rafael E. Banchs, Josep M. Crego, et al.2006 · 318 citations
  9. On Some Pitfalls in Automatic Evaluation and Significance Testing for MTStefan Riezler, John T. Maxwell2005 · 318 citations
  10. A Graph Model for Unsupervised Lexical AcquisitionDominic Widdows, Beate Dorow2002 · 318 citations
  11. Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation ModelsChenfei Wu, Shengming Yin, Weizhen Qi, et al.2023 · 317 citations
  12. Generating Wikipedia by Summarizing Long SequencesPeter J. Liu, Mohammad Saleh, Etienne Pot, et al.2018 · 317 citations
  13. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell2016 · 317 citations
  14. A massively parallel corpus: the Bible in 100 languagesChristos Christodouloupoulos, Mark J. Steedman2014 · 317 citations
  15. Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy DataLeon Derczynski, Alan Ritter, Sam Clark, et al.2013 · 317 citations
  16. Deterministic Dependency Parsing of English TextJoakim Nivre, Mario Scholz2004 · 317 citations
  17. How many data points is a prompt worth?Teven Le Scao, Alexander Rush2021 · 316 citations
  18. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  19. An Empirical Comparison of Domain Adaptation Methods for Neural Machine TranslationChenhui Chu, Raj Dabre, Sadao Kurohashi2017 · 316 citations
  20. Multi-task Sequence to Sequence LearningMinh-Thang Luong, Quoc V. Le, Ilya Sutskever, et al.2015 · 316 citations
  21. Decoding with Large-Scale Neural Language Models Improves TranslationAshish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 316 citations
  22. Bidirectional Inference with the Easiest-First Strategy for Tagging Sequence DataYoshimasa Tsuruoka, Jun'ichi Tsujii2005 · 316 citations
  23. LightRAG: Simple and Fast Retrieval-Augmented GenerationZirui Guo, Lianghao Xia, Yanhua Yu, et al.2024 · 315 citations
  24. CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 315 citations
  25. Joint Slot Filling and Intent Detection via Capsule Neural NetworksChenwei Zhang, Yaliang Li, Nan Du, et al.2019 · 315 citations
  26. Supervised Noun Phrase Coreference Research: The First Fifteen YearsVincent Ng2010 · 315 citations
  27. Anaphora and Discourse StructureBonnie Webber, Matthew Stone, Aravind Joshi, et al.2003 · 315 citations
  28. Mining the Web for Bilingual TextPhilip Resnik1999 · 315 citations
  29. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations
  30. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset CreationAlisa Liu, Swabha Swayamdipta, Noah A. Smith, et al.2022 · 314 citations
  31. Double Graph Based Reasoning for Document-level Relation ExtractionShuang Zeng, Runxin Xu, Baobao Chang, et al.2020 · 314 citations
  32. Explainable Automated Fact-Checking for Public Health ClaimsNeema Kotonya, Francesca Toni2020 · 314 citations
  33. Choosing Transfer Languages for Cross-Lingual LearningYu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 314 citations
  34. Neural Natural Language Inference Models Enhanced with External KnowledgeQian Chen, Xiaodan Zhu, Zhen-Hua Ling, et al.2018 · 314 citations
  35. Chinese Syntactic Reordering for Statistical Machine TranslationChao Wang, Michael Collins, Philipp Koehn2007 · 314 citations
  36. Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation ModelsYanzhao Zhang, Mingxin Li, Dingkun Long, et al.2025 · 313 citations
  37. Faith and Fate: Limits of Transformers on CompositionalityNouha Dziri, Ximing Lu, Melanie Sclar, et al.2023 · 313 citations
  38. Cross-Language Text Classification Using Structural Correspondence LearningPeter Prettenhofer, Benno Stein2010 · 313 citations
  39. Statistical Approaches to Computer-Assisted TranslationSergio Barrachina, Oliver Bender, Francisco Casacuberta, et al.2008 · 313 citations
  40. HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust RefusalMantas Mazeika, Long Phan, Xuwang Yin, et al.2024 · 312 citations
  41. A Transformer-based approach to Irony and Sarcasm detectionRolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis2019 · 312 citations
  42. Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.Anna Gladkova, Aleksandr Drozd, Satoshi Matsuoka2016 · 312 citations
  43. Bayesian Unsupervised Word Segmentation with Nested Pitman-Yor Language ModelingDaichi Mochihashi, Takeshi Yamada, Naonori Ueda2009 · 312 citations
  44. A Lexicographer-Friendly Association ScorePavel Rychlý2008 · 312 citations
  45. Preemptive Information Extraction using Unrestricted Relation DiscoveryYusuke Shinyama, Satoshi Sekine2006 · 312 citations
  46. The Senseval-3 English lexical sample taskRada Mihalcea, Timothy Chklovski, Adam Kilgarriff2004 · 312 citations
  47. Fast Decoding and Optimal Decoding for Machine TranslationUlrich Germann, Michael Jahr, Kevin Knight, et al.2001 · 312 citations
  48. Coping with Ambiguity and Unknown Words through Probabilistic ModelsRalph Weischedel, Marie Meteer, Richard Schwartz, et al.1993 · 312 citations
  49. MEDITRON-70B: Scaling Medical Pretraining for Large Language ModelsZeming Chen, Alejandro Hernandez Cano, Angelika Romanou, et al.2023 · 311 citations
  50. On Improving the Accuracy of Readability Classification using Insights from Second Language AcquisitionSowmya Vajjala, Detmar Meurers2012 · 311 citations
  51. Dependency Parsing and Domain Adaptation with LR Models and Parser EnsemblesKenji Sagae, Jun'ichi Tsujii2007 · 311 citations
  52. Automatic Rule Induction for Unknown-Word GuessingAndrei Mikheev1997 · 311 citations
  53. Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  54. ParaCrawl: Web-Scale Acquisition of Parallel CorporaMarta Bañón, Pinzhen Chen, Barry Haddow, et al.2020 · 310 citations
  55. Learning to Grade Short Answer Questions using Semantic Similarity Measures and Dependency Graph AlignmentsMichael Mohler, Razvan Bunescu, Rada Mihalcea2011 · 310 citations
  56. Hallucination is Inevitable: An Innate Limitation of Large Language ModelsZiwei Xu, Sanjay Jain, Mohan Kankanhalli2024 · 309 citations
  57. Byte Pair Encoding is Suboptimal for Language Model PretrainingKaj Bostrom, Greg Durrett2020 · 309 citations
  58. A Minimal Span-Based Neural Constituency ParserMitchell Stern, Jacob Andreas, Dan Klein2017 · 309 citations
  59. Exploiting Argument Information to Improve Event Detection via Supervised Attention MechanismsShulin Liu, Yubo Chen, Kang Liu, et al.2017 · 309 citations
  60. Using String-Kernels for Learning Semantic ParsersRohit J. Kate, Raymond J. Mooney2006 · 308 citations
  61. A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell TreeXiaoqiang Luo, Abe Ittycheriah, Hongyan Jing, et al.2004 · 308 citations
  62. Precision and Recall of Machine TranslationI. Dan Melamed, Ryan Green, Joseph P. Turian2003 · 308 citations
  63. Discovering Language Model Behaviors with Model-Written EvaluationsEthan Perez, Sam Ringer, Kamilė Lukošiūtė, et al.2022 · 307 citations
  64. Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesGowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, et al.2022 · 307 citations
  65. Good-Enough Compositional Data AugmentationJacob Andreas2020 · 307 citations
  66. Get out the vote: Determining support or opposition from Congressional floor-debate transcriptsMatt Thomas, Bo Pang, Lillian Lee2006 · 307 citations
  67. AugGPT: Leveraging ChatGPT for Text Data AugmentationHaixing Dai; Zhengliang Liu; Wenxiong Liao; Xiaoke Huang; Yihan Cao; Zihao Wu; Lin Zhao; Shaochen Xu; Wei Liu; Ninghao Liu; Sheng Li; Dajiang Zhu; Hongmin Cai; Lichao Sun; Quanzheng Li; Dinggang Shen; Tianming Liu;, Xiang Li2023 · 306 citations
  68. Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
  69. A Survey of Domain Adaptation for Neural Machine TranslationChenhui Chu, Rui Wang2018 · 306 citations
  70. Learning to Mine Aligned Code and Natural Language Pairs from Stack OverflowPengcheng Yin, Bowen Deng, Edgar Chen, et al.2018 · 306 citations
  71. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
  72. Identifying beneficial task relations for multi-task learning in deep neural networksJoachim Bingel, Anders Søgaard2017 · 306 citations
  73. Discriminative Instance Weighting for Domain Adaptation in Statistical Machine TranslationGeorge Foster, Cyril Goutte, Roland Kuhn2010 · 306 citations
  74. A Composite Kernel to Extract Relations between Entities with Both Flat and Structured FeaturesMin Zhang, Jie Zhang, Jian Su, et al.2006 · 306 citations
  75. Recognising Textual Entailment with Logical InferenceJohan Bos, Katja Markert2005 · 306 citations
  76. Finding Function in Form: Compositional Character Models for Open Vocabulary Word RepresentationWang Ling, Tiago Luis, Luis Marujo, et al.2015 · 305 citations
  77. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open ResourcesYizhong Wang, Hamish Ivison, Pradeep Dasigi, et al.2023 · 304 citations
  78. Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseKalpesh Krishna, Yixiao Song, Marzena Karpinska, et al.2023 · 304 citations
  79. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.2019 · 304 citations
  80. Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing, et al.2019 · 304 citations
  81. Nested Named Entity Recognition RevisitedArzoo Katiyar, Claire Cardie2018 · 304 citations
  82. SemEval 2016 Task 11: Complex Word IdentificationGustavo Paetzold, Lucia Specia2016 · 304 citations
  83. Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement LearningBowen Jin, Hansi Zeng, Zhenrui Yue, et al.2025 · 303 citations
  84. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsKaijie Zhu, Jindong Wang, Jiaheng Zhou, et al.2023 · 303 citations
  85. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question AnsweringZhiguo Wang, Patrick Ng, Xiaofei Ma, et al.2019 · 303 citations
  86. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
  87. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka2018 · 303 citations
  88. Do Multi-Sense Embeddings Improve Natural Language Understanding?Jiwei Li, Dan Jurafsky2015 · 303 citations
  89. Overview for the First Shared Task on Language Identification in Code-Switched DataThamar Solorio, Elizabeth Blair, Suraj Maharjan, et al.2014 · 303 citations
  90. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense DisambiguationYoong Keok Lee, Hwee Tou Ng2002 · 303 citations
  91. Can AI-Generated Text be Reliably Detected?Vinu Sankar Sadasivan, Aounon Kumar, Sriram Balasubramanian, et al.2023 · 302 citations
  92. Large Language Models are Better Reasoners with Self-VerificationYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 302 citations
  93. SPoT: Better Frozen Model Adaptation through Soft Prompt TransferTu Vu, Brian Lester, Noah Constant, et al.2022 · 302 citations
  94. ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale TransformersZhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang, et al.2022 · 302 citations
  95. A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingHaihong E, Peiqing Niu, Zhongfu Chen, et al.2019 · 302 citations
  96. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL GenerationTao Yu, Zifan Li, Zilin Zhang, et al.2018 · 302 citations
  97. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning ApproachJingjing Xu, Xu Sun, Qi Zeng, et al.2018 · 302 citations
  98. Globally Coherent Text Generation with Neural Checklist ModelsChloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 302 citations
  99. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych2016 · 302 citations
  100. Extracting Parallel Sentences from Comparable Corpora using Document Level AlignmentJason R. Smith, Chris Quirk, Kristina Toutanova2010 · 302 citations

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