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🗣️ Language and Linguistics

9,206 papers · page 21 of 93 · 1926–2025 · 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. Design of a Knowledge-Based Report GeneratorKaren Kukich1983 · 275 citations
  2. Text Classification Using Label Names Only: A Language Model Self-Training ApproachYu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
  3. Applying Many-to-Many Alignments and Hidden Markov Models to Letter-to-Phoneme ConversionSittichai Jiampojamarn, Grzegorz Kondrak, Tarek Sherif2007 · 274 citations
  4. Statistical Syntax-Directed Translation with Extended Domain of LocalityLiang Huang, Kevin Knight, Aravind Joshi2006 · 274 citations
  5. JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language ModelsPatrick Chao, Edoardo Debenedetti, Alexander Robey, et al.2024 · 273 citations
  6. A Diagnostic Study of Explainability Techniques for Text ClassificationPepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 273 citations
  7. WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 273 citations
  8. POS Tagging of English-Hindi Code-Mixed Social Media ContentYogarshi Vyas, Spandana Gella, Jatin Sharma, et al.2014 · 273 citations
  9. Joint Entity and Event Coreference Resolution across DocumentsHeeyoung Lee, Marta Recasens, Angel Chang, et al.2012 · 273 citations
  10. Semantic Class Learning from the Web with Hyponym Pattern Linkage GraphsZornitsa Kozareva, Ellen Riloff, Eduard Hovy2008 · 273 citations
  11. Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsTongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, et al.2021 · 272 citations
  12. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringAkari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 272 citations
  13. Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingBen Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
  14. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
  15. Towards Universal Paraphrastic Sentence EmbeddingsJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 272 citations
  16. Re-examining Machine Translation Metrics for Paraphrase IdentificationNitin Madnani, Joel Tetreault, Martin Chodorow2012 · 272 citations
  17. Joint Unsupervised Coreference Resolution with Markov LogicHoifung Poon, Pedro Domingos2008 · 272 citations
  18. Generative Models for Statistical Parsing with Combinatory Categorial GrammarJulia Hockenmaier, Mark Steedman2002 · 272 citations
  19. Corrective Retrieval Augmented GenerationShi-Qi Yan, Jia-Chen Gu, Yun Zhu, et al.2024 · 271 citations
  20. Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsTianle Cai, Yuhong Li, Zhengyang Geng, et al.2024 · 271 citations
  21. XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and BeyondFrancesco Barbieri, Luis Espinosa Anke, Jose Camacho-Collados2022 · 271 citations
  22. Surface Form Competition: Why the Highest Probability Answer Isn't Always RightAri Holtzman, Peter West, Vered Shwartz, et al.2021 · 271 citations
  23. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingZewen Chi, Li Dong, Furu Wei, et al.2020 · 271 citations
  24. Adaptively Sparse TransformersGonçalo M. Correia, Vlad Niculae, André F. T. Martins2019 · 271 citations
  25. Simpler but More Accurate Semantic Dependency ParsingTimothy Dozat, Christopher D. Manning2018 · 271 citations
  26. Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot LearningAngeliki Lazaridou, Georgiana Dinu, Marco Baroni2015 · 271 citations
  27. WebAnno: A Flexible, Web-based and Visually Supported System for Distributed AnnotationsSeid Muhie Yimam, Iryna Gurevych, Richard Eckart de Castilho, et al.2013 · 271 citations
  28. Reducing Activation Recomputation in Large Transformer ModelsVijay Korthikanti, Jared Casper, Sangkug Lym, et al.2022 · 270 citations
  29. COVIDLies: Detecting COVID-19 Misinformation on Social MediaTamanna Hossain, Robert L. Logan IV, Arjuna Ugarte, et al.2020 · 270 citations
  30. Statistical Phrase-Based Post-EditingMichel Simard, Cyril Goutte, Pierre Isabelle2007 · 270 citations
  31. Minimum Cut Model for Spoken Lecture SegmentationIgor Malioutov, Regina Barzilay2006 · 270 citations
  32. CorMet: A Computational, Corpus-Based Conventional Metaphor Extraction SystemZachary J. Mason2004 · 270 citations
  33. The TREC-8 Question Answering TrackEllen M. Voorhees, Dawn M. Tice2000 · 270 citations
  34. met*: A Method for Discriminating Metonymy and Metaphor by ComputerDan Fass1991 · 270 citations
  35. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.2023 · 269 citations
  36. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsYung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
  37. An Explanation of In-context Learning as Implicit Bayesian InferenceSang Michael Xie, Aditi Raghunathan, Percy Liang, et al.2021 · 269 citations
  38. Efficient Dialogue State Tracking by Selectively Overwriting MemorySungdong Kim, Sohee Yang, Gyuwan Kim, et al.2020 · 269 citations
  39. Retrieve, Rerank and Rewrite: Soft Template Based Neural SummarizationZiqiang Cao, Wenjie Li, Sujian Li, et al.2018 · 269 citations
  40. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
  41. Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence ModelsAshwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, et al.2016 · 269 citations
  42. Cross-lingual Dependency Parsing Based on Distributed RepresentationsJiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
  43. SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in TwitterAniruddha Ghosh, Guofu Li, Tony Veale, et al.2015 · 269 citations
  44. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
  45. GPT3Mix: Leveraging Large-scale Language Models for Text AugmentationKang Min Yoo, Dongju Park, Jaewook Kang, et al.2021 · 268 citations
  46. Attention is Not Only a Weight: Analyzing Transformers with Vector NormsGoro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, et al.2020 · 268 citations
  47. ConveRT: Efficient and Accurate Conversational Representations from TransformersMatthew Henderson, Iñigo Casanueva, Nikola Mrkšić, et al.2020 · 268 citations
  48. Injecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
  49. Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsEmily Allaway, Kathleen McKeown2020 · 268 citations
  50. A Transition-based Algorithm for AMR ParsingChuan Wang, Nianwen Xue, Sameer Pradhan2015 · 268 citations
  51. Context Dependent Claim DetectionRan Levy, Yonatan Bilu, Daniel Hershcovich, et al.2014 · 268 citations
  52. Open Domain Targeted SentimentMargaret Mitchell, Jacqui Aguilar, Theresa Wilson, et al.2013 · 268 citations
  53. Prometheus: Inducing Fine-grained Evaluation Capability in Language ModelsSeungone Kim, Jamin Shin, Yejin Cho, et al.2023 · 267 citations
  54. CUAD: An Expert-Annotated NLP Dataset for Legal Contract ReviewDan Hendrycks, Collin Burns, Anya Chen, et al.2021 · 267 citations
  55. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 267 citations
  56. Joint Inference for Fine-grained Opinion ExtractionBishan Yang, Claire Cardie2013 · 267 citations
  57. Understanding R1-Zero-Like Training: A Critical PerspectiveZichen Liu, Changyu Chen, Wenjun Li, et al.2025 · 266 citations
  58. Jailbreaking ChatGPT via Prompt Engineering: An Empirical StudyYi Liu, Gelei Deng, Zhengzi Xu, et al.2023 · 266 citations
  59. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel2020 · 266 citations
  60. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.2020 · 266 citations
  61. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferFuli Luo, Peng Li, Jie Zhou, et al.2019 · 266 citations
  62. Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedStefanos Angelidis, Mirella Lapata2018 · 266 citations
  63. When Are Tree Structures Necessary for Deep Learning of Representations?Jiwei Li, Thang Luong, Dan Jurafsky, et al.2015 · 266 citations
  64. Weakly Supervised Learning for Hedge Classification in Scientific LiteratureBen Medlock, Ted Briscoe2007 · 266 citations
  65. Fast Methods for Kernel-Based Text AnalysisTaku Kudo, Yuji Matsumoto2003 · 266 citations
  66. Automatic Verb Classification Based on Statistical Distributions of Argument StructurePaola Merlo, Suzanne Stevenson2001 · 266 citations
  67. LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsYukang Chen, Shengju Qian, Haotian Tang, et al.2023 · 265 citations
  68. Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesKelechi Ogueji, Yuxin Zhu, Jimmy Lin2021 · 265 citations
  69. Towards Understanding and Mitigating Social Biases in Language ModelsPaul Pu Liang, Chiyu Wu, Louis-Philippe Morency, et al.2021 · 265 citations
  70. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkYutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
  71. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata, et al.2020 · 265 citations
  72. Evaluating the Underlying Gender Bias in Contextualized Word EmbeddingsChristine Basta, Marta R. Costa-jussà, Noe Casas2019 · 265 citations
  73. A Continuously Growing Dataset of Sentential ParaphrasesWuwei Lan, Siyu Qiu, Hua He, et al.2017 · 265 citations
  74. HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsBernal Jimenez Gutierrez, Yiheng Shu, Yu Gu, et al.2024 · 264 citations
  75. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksHaoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 264 citations
  76. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationJie Zhou, Ying Cao, Xuguang Wang, et al.2016 · 264 citations
  77. Learning Global Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart M. Shieber2016 · 264 citations
  78. SemEval-2016 Task 12: Clinical TempEvalSteven Bethard, Guergana Savova, Wei-Te Chen, et al.2016 · 264 citations
  79. Humor Recognition and Humor Anchor ExtractionDiyi Yang, Alon Lavie, Chris Dyer, et al.2015 · 264 citations
  80. TakeLab: Systems for Measuring Semantic Text SimilarityFrane Šarić, Goran Glavaš, Vanja Mladen Karan, et al.2012 · 264 citations
  81. Joint Parsing and Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 264 citations
  82. A Uniform Approach to Analogies, Synonyms, Antonyms, and AssociationsPeter Turney2008 · 264 citations
  83. A Comparison of Pivot Methods for Phrase-Based Statistical Machine TranslationMasao Utiyama, Hitoshi Isahara2007 · 264 citations
  84. Are We on the Right Way for Evaluating Large Vision-Language Models?Lin Chen, Jinsong Li, Xiaoyi Dong, et al.2024 · 263 citations
  85. Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More RobustMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2022 · 263 citations
  86. Induction Networks for Few-Shot Text ClassificationRuiying Geng, Binhua Li, Yongbin Li, et al.2019 · 263 citations
  87. Selective Attention for Context-aware Neural Machine TranslationSameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
  88. Neural End-to-End Learning for Computational Argumentation MiningSteffen Eger, Johannes Daxenberger, Iryna Gurevych2017 · 263 citations
  89. CODRA: A Novel Discriminative Framework for Rhetorical AnalysisShafiq Joty, Giuseppe Carenini, Raymond T. Ng2015 · 263 citations
  90. From Light to Rich ERE: Annotation of Entities, Relations, and EventsZhiyi Song, Ann Bies, Stephanie Strassel, et al.2015 · 263 citations
  91. Toward Semantics-Based Answer PinpointingEduard Hovy, Laurie Gerber, Ulf Hermjakob, et al.2001 · 263 citations
  92. An Empirically-based System for Processing Definite DescriptionsRenata Vieira, Massimo Poesio2000 · 263 citations
  93. GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language ModelsIman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, et al.2024 · 262 citations
  94. The Effect of Sampling Temperature on Problem Solving in Large Language ModelsMatthew Renze2024 · 262 citations
  95. Towards Measuring the Representation of Subjective Global Opinions in Language ModelsEsin Durmus, Karina Nguyen, Thomas I. Liao, et al.2023 · 262 citations
  96. BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsNandan Thakur, Nils Reimers, Andreas Rücklé, et al.2021 · 262 citations
  97. Zero-shot User Intent Detection via Capsule Neural NetworksCongying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 262 citations
  98. SemEval-2017 Task 3: Community Question AnsweringPreslav Nakov, Doris Hoogeveen, Lluís Màrquez, et al.2017 · 262 citations
  99. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsYung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.2023 · 261 citations
  100. DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesOmar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 261 citations

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