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🗣️ Language and Linguistics

9,206 papers · page 17 of 93 · 1526–1625 · 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 Unified Model for Extractive and Abstractive Summarization using Inconsistency LossWan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, et al.2018 · 337 citations
  2. Gromov-Wasserstein Alignment of Word Embedding SpacesDavid Alvarez-Melis, Tommi Jaakkola2018 · 337 citations
  3. Toward Abstractive Summarization Using Semantic RepresentationsFei Liu, Jeffrey Flanigan, Sam Thomson, et al.2015 · 337 citations
  4. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank2020 · 336 citations
  5. Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding TasksSebastian Schuster, Christopher D. Manning2016 · 336 citations
  6. Neural Paraphrase Generation with Stacked Residual LSTM NetworksAaditya Prakash, Sadid A. Hasan, Kathy Lee, et al.2016 · 336 citations
  7. The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
  8. Long Short-Term Memory Neural Networks for Chinese Word SegmentationXinchi Chen, Xipeng Qiu, Chenxi Zhu, et al.2015 · 336 citations
  9. A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency ParsingYue Zhang, Stephen Clark2008 · 336 citations
  10. MBT: A Memory-Based Part of Speech Tagger-GeneratorWalter Daelemans, Jakub Zavrel, Peter Berck, et al.1996 · 336 citations
  11. Large Language Models for Information Retrieval: A SurveyYutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong Wen2023 · 335 citations
  12. LLMLingua: Compressing Prompts for Accelerated Inference of Large Language ModelsHuiqiang Jiang, Qianhui Wu, Chin-Yew Lin, et al.2023 · 335 citations
  13. Solving math word problems with process- and outcome-based feedbackJonathan Uesato, Nate Kushman, Ramana Kumar, et al.2022 · 335 citations
  14. UL2: Unifying Language Learning ParadigmsYi Tay, Mostafa Dehghani, Vinh Q. Tran, et al.2022 · 335 citations
  15. Efficient Attentions for Long Document SummarizationLuyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 335 citations
  16. Few-NERD: A Few-shot Named Entity Recognition DatasetNing Ding, Guangwei Xu, Yulin Chen, et al.2021 · 335 citations
  17. MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking BaselinesXiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, et al.2020 · 335 citations
  18. Training Millions of Personalized Dialogue AgentsPierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, et al.2018 · 335 citations
  19. A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural NetworksSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2016 · 335 citations
  20. Scientific Paper Summarization Using Citation Summary NetworksVahed Qazvinian, Dragomir R. Radev2008 · 335 citations
  21. AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language ModelsXiaogeng Liu, Nan Xu, Muhao Chen, et al.2023 · 334 citations
  22. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 334 citations
  23. Problems With Evaluation of Word Embeddings Using Word Similarity TasksManaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, et al.2016 · 334 citations
  24. Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer ProgrammingKristian Woodsend, Mirella Lapata2011 · 334 citations
  25. DeepSeek-V3.2: Pushing the Frontier of Open Large Language ModelsDeepSeek-AI, Aixin Liu, Aoxue Mei, et al.2025 · 333 citations
  26. xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error DetectionNuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.2024 · 333 citations
  27. Neural Codec Language Models are Zero-Shot Text to Speech SynthesizersChengyi Wang, Sanyuan Chen, Yu Wu, et al.2023 · 333 citations
  28. SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisHao Tian, Can Gao, Xinyan Xiao, et al.2020 · 333 citations
  29. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 333 citations
  30. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsThomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
  31. A PDTB-Styled End-to-End Discourse ParserZiheng Lin, Hwee Tou Ng, Min-Yen Kan2010 · 332 citations
  32. Learning a Translation Lexicon from Monolingual CorporaPhilipp Koehn, Kevin Knight2002 · 332 citations
  33. Kimi K2: Open Agentic IntelligenceKimi Team, Yifan Bai, Yiping Bao, et al.2025 · 331 citations
  34. Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!Xiangyu Qi, Yi Zeng, Tinghao Xie, et al.2023 · 331 citations
  35. Scaling Speech Technology to 1,000+ LanguagesVineel Pratap, Andros Tjandra, Bowen Shi, et al.2023 · 331 citations
  36. TimeLMs: Diachronic Language Models from TwitterDaniel Loureiro, Francesco Barbieri, Leonardo Neves, et al.2022 · 331 citations
  37. GraphCodeBERT: Pre-training Code Representations with Data FlowDaya Guo, Shuo Ren, Shuai Lu, et al.2021 · 331 citations
  38. ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural LanguageOyvind Tafjord, Bhavana Dalvi, Peter Clark2021 · 331 citations
  39. Qwen3-VL Technical ReportShuai Bai, Yuxuan Cai, Ruizhe Chen, et al.2025 · 330 citations
  40. A Graph-to-Sequence Model for AMR-to-Text GenerationLinfeng Song, Yue Zhang, Zhiguo Wang, et al.2018 · 330 citations
  41. Frames: a corpus for adding memory to goal-oriented dialogue systemsLayla El Asri, Hannes Schulz, Shikhar Sharma, et al.2017 · 330 citations
  42. Selective Encoding for Abstractive Sentence SummarizationQingyu Zhou, Nan Yang, Furu Wei, et al.2017 · 330 citations
  43. MM-Vet: Evaluating Large Multimodal Models for Integrated CapabilitiesWeihao Yu, Zhengyuan Yang, Linjie Li, et al.2023 · 329 citations
  44. Search-based Neural Structured Learning for Sequential Question AnsweringMohit Iyyer, Wen-tau Yih, Ming-Wei Chang2017 · 329 citations
  45. A Joint Model for Entity Analysis: Coreference, Typing, and LinkingGreg Durrett, Dan Klein2014 · 329 citations
  46. Machine Translation Divergences: A Formal Description and Proposed SolutionBonnie J. Dorr1994 · 329 citations
  47. Textbooks Are All You Need II: phi-1.5 technical reportYuanzhi Li, Sébastien Bubeck, Ronen Eldan, et al.2023 · 328 citations
  48. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 328 citations
  49. Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalLuyu Gao, Jamie Callan2022 · 328 citations
  50. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationYu Sun, Shuohuan Wang, Shikun Feng, et al.2021 · 328 citations
  51. Massively Multilingual Transfer for NERAfshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
  52. Learning to Extract Relations from the Web using Minimal SupervisionRazvan Bunescu, Raymond Mooney2007 · 328 citations
  53. Toward a Broad-coverage Bilingual Corpus for Speech Translation of Travel Conversations in the Real WorldToshiyuki Takezawa, Eiichiro Sumita, Fumiaki Sugaya, et al.2002 · 328 citations
  54. A Spelling Correction Program Based on a Noisy Channel ModelMark D. Kernighan, Kenneth W. Church, William A. Gale1990 · 328 citations
  55. A Dataset for Document Grounded ConversationsKangyan Zhou, Shrimai Prabhumoye, Alan W Black2018 · 327 citations
  56. Poincaré Embeddings for Learning Hierarchical RepresentationsMaximilian Nickel, Douwe Kiela2017 · 327 citations
  57. How Transferable are Neural Networks in NLP Applications?Lili Mou, Zhao Meng, Rui Yan, et al.2016 · 327 citations
  58. Learning Semantic Hierarchies via Word EmbeddingsRuiji Fu, Jiang Guo, Bing Qin, et al.2014 · 327 citations
  59. HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language ModelsTianrui Guan, Fuxiao Liu, Xiyang Wu, et al.2023 · 326 citations
  60. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  61. Compressive Transformers for Long-Range Sequence ModellingJack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, et al.2019 · 326 citations
  62. Linguistically Motivated Large-Scale NLP with C&C and BoxerJames Curran, Stephen Clark, Johan Bos2007 · 326 citations
  63. An Evaluation Exercise for Word AlignmentRada Mihalcea, Ted Pedersen2003 · 326 citations
  64. CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared TaskRicardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.2022 · 325 citations
  65. Aspect Sentiment Quad Prediction as Paraphrase GenerationWenxuan Zhang, Yang Deng, Xin Li, et al.2021 · 325 citations
  66. Universal Dependencies v2: An Evergrowing Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2020 · 325 citations
  67. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 325 citations
  68. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  69. MultiUN: A Multilingual Corpus from United Nation DocumentsAndreas Eisele, Yu Chen2010 · 325 citations
  70. FreeLing: An Open-Source Suite of Language AnalyzersXavier Carreras, Isaac Chao, Lluís Padró, et al.2004 · 325 citations
  71. Algorithms for Scoring Coreference ChainsAmit Bagga, Breck Baldwin1998 · 325 citations
  72. LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionRenrui Zhang, Jiaming Han, Chris Liu, et al.2023 · 324 citations
  73. Robust Neural Machine Translation with Doubly Adversarial InputsYong Cheng, Lu Jiang, Wolfgang Macherey2019 · 324 citations
  74. Tagged Back-TranslationIsaac Caswell, Ciprian Chelba, David Grangier2019 · 324 citations
  75. Are Emergent Abilities of Large Language Models a Mirage?Rylan Schaeffer, Brando Miranda, Sanmi Koyejo2023 · 323 citations
  76. An Actor-Critic Algorithm for Sequence PredictionDzmitry Bahdanau, Philemon Brakel, Kelvin Xu, et al.2016 · 323 citations
  77. Controlling Output Length in Neural Encoder-DecodersYuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
  78. SemEval-2007 Task 10: English Lexical Substitution TaskDiana McCarthy, Roberto Navigli2007 · 323 citations
  79. Paraphrasing for Automatic EvaluationDavid Kauchak, Regina Barzilay2006 · 323 citations
  80. Language Is Not All You Need: Aligning Perception with Language ModelsShaohan Huang, Li Dong, Wenhui Wang, et al.2023 · 322 citations
  81. PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableSiqi Bao, Huang He, Fan Wang, et al.2020 · 322 citations
  82. Rapid Adaptation of Neural Machine Translation to New LanguagesGraham Neubig, Junjie Hu2018 · 322 citations
  83. The Fact Extraction and VERification (FEVER) Shared TaskJames Thorne, Andreas Vlachos, Oana Cocarascu, et al.2018 · 322 citations
  84. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural LanguageLuheng He, Mike Lewis, Luke Zettlemoyer2015 · 322 citations
  85. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionElena Voita, Rico Sennrich, Ivan Titov2019 · 321 citations
  86. Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine TranslationAntonio Toral, Sheila Castilho, Ke Hu, et al.2018 · 321 citations
  87. A Comparison of Vector-based Representations for Semantic CompositionWilliam Blacoe, Mirella Lapata2012 · 321 citations
  88. Simple English Wikipedia: A New Text Simplification TaskWilliam Coster, David Kauchak2011 · 321 citations
  89. Using Cross-Entity Inference to Improve Event ExtractionYu Hong, Jianfeng Zhang, Bin Ma, et al.2011 · 321 citations
  90. Multilingual Dependency Analysis with a Two-Stage Discriminative ParserRyan McDonald, Kevin Lerman, Fernando Pereira2006 · 321 citations
  91. "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language ModelsXinyue Shen, Zeyuan Chen, Michael Backes, et al.2023 · 320 citations
  92. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  93. Paraphrasing Revisited with Neural Machine TranslationJonathan Mallinson, Rico Sennrich, Mirella Lapata2017 · 320 citations
  94. Correcting ESL Errors Using Phrasal SMT TechniquesChris Brockett, William B. Dolan, Michael Gamon2006 · 320 citations
  95. Text and Code Embeddings by Contrastive Pre-TrainingArvind Neelakantan, Tao Xu, Raul Puri, et al.2022 · 319 citations
  96. GSum: A General Framework for Guided Neural Abstractive SummarizationZi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 319 citations
  97. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsIsabelle Augenstein, Christina Lioma, Dongsheng Wang, et al.2019 · 319 citations
  98. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodVered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
  99. SemEval-2016 Task 3: Community Question AnsweringPreslav Nakov, Lluís Màrquez, Alessandro Moschitti, et al.2016 · 319 citations
  100. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityDaniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 319 citations

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