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🗣️ Language and Linguistics

9,206 papers · page 31 of 93 · 2926–3025 · 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. Debiasing Pre-trained Contextualised EmbeddingsMasahiro Kaneko, Danushka Bollegala2021 · 174 citations
  2. KGPT: Knowledge-Grounded Pre-Training for Data-to-Text GenerationWenhu Chen, Yu Su, Xifeng Yan, et al.2020 · 174 citations
  3. Abstractive Summarization of Reddit Posts with Multi-level Memory NetworksByeongchang Kim, Hyunwoo Kim, Gunhee Kim2019 · 174 citations
  4. Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringShiyue Zhang, Mohit Bansal2019 · 174 citations
  5. Does it Make Sense? And Why? A Pilot Study for Sense Making and ExplanationCunxiang Wang, Shuailong Liang, Yue Zhang, et al.2019 · 174 citations
  6. Reasoning Over Paragraph Effects in SituationsKevin Lin, Oyvind Tafjord, Peter Clark, et al.2019 · 174 citations
  7. An Enhanced Lesk Word Sense Disambiguation Algorithm through a Distributional Semantic ModelPierpaolo Basile, Annalina Caputo, Giovanni Semeraro2014 · 174 citations
  8. An “AI readability” Formula for French as a Foreign LanguageThomas François, Cédrick Fairon2012 · 174 citations
  9. Unsupervised Learning of MorphologyHarald Hammarström, Lars Borin2011 · 174 citations
  10. Phrasetable Smoothing for Statistical Machine TranslationGeorge Foster, Roland Kuhn, Howard Johnson2006 · 174 citations
  11. International Standard for a Linguistic Annotation FrameworkNancy Ide, Laurent Romary, Eric de la Clergerie2003 · 174 citations
  12. Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion SentencesHong Yu, Vasileios Hatzivassiloglou2003 · 174 citations
  13. Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMsShengbang Tong, Ellis Brown, Penghao Wu, et al.2024 · 173 citations
  14. ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated CasesQiaoyu Tang, Ziliang Deng, Hongyu Lin, et al.2023 · 173 citations
  15. Language Models are Few-shot Multilingual LearnersGenta Indra Winata, Andrea Madotto, Zhaojiang Lin, et al.2021 · 173 citations
  16. Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion AnalysisDushyant Singh Chauhan, Dhanush S R, Asif Ekbal, et al.2020 · 173 citations
  17. Unsupervised Opinion Summarization as Copycat-Review GenerationArthur Bražinskas, Mirella Lapata, Ivan Titov2020 · 173 citations
  18. Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman, et al.2019 · 173 citations
  19. Findings of the WMT 2019 Shared Tasks on Quality EstimationErick Fonseca, Lisa Yankovskaya, André F. T. Martins, et al.2019 · 173 citations
  20. Who did What: A Large-Scale Person-Centered Cloze DatasetTakeshi Onishi, Hai Wang, Mohit Bansal, et al.2016 · 173 citations
  21. LEXCONN: A French Lexicon of Discourse ConnectivesCharlotte Roze, Laurence Danlos, Philippe Muller2012 · 173 citations
  22. The First Surface Realisation Shared Task: Overview and Evaluation ResultsAnja Belz, Michael White, Dominic Espinosa, et al.2011 · 173 citations
  23. Learning to Translate with Source and Target SyntaxDavid Chiang2010 · 173 citations
  24. Unsupervised Recognition of Literal and Non-Literal Use of Idiomatic ExpressionsCaroline Sporleder, Linlin Li2009 · 173 citations
  25. Modeling English Past Tense Intuitions with Minimal GeneralizationAdam Albright, Bruce Hayes2002 · 173 citations
  26. DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated TextJinyan Su, Terry Zhuo, Di Wang, et al.2023 · 172 citations
  27. OpenChat: Advancing Open-source Language Models with Mixed-Quality DataGuan Wang, Sijie Cheng, Xianyuan Zhan, et al.2023 · 172 citations
  28. ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question AnsweringZhiyu Chen, Shiyang Li, Charese Smiley, et al.2022 · 172 citations
  29. Lifting the Curse of Multilinguality by Pre-training Modular TransformersJonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.2022 · 172 citations
  30. Improving Machine Reading Comprehension with General Reading StrategiesKai Sun, Dian Yu, Dong Yu, et al.2019 · 172 citations
  31. Multilingual Neural Machine Translation with Language ClusteringXu Tan, Jiale Chen, Di He, et al.2019 · 172 citations
  32. Seeing Things from a Different Angle:Discovering Diverse Perspectives about ClaimsSihao Chen, Daniel Khashabi, Wenpeng Yin, et al.2019 · 172 citations
  33. Soft Contextual Data Augmentation for Neural Machine TranslationFei Gao, Jinhua Zhu, Lijun Wu, et al.2019 · 172 citations
  34. SemEval-2017 Task 7: Detection and Interpretation of English PunsTristan Miller, Christian Hempelmann, Iryna Gurevych2017 · 172 citations
  35. Linguistically debatable or just plain wrong?Barbara Plank, Dirk Hovy, Anders Søgaard2014 · 172 citations
  36. Automatic Identification of Non-Compositional Multi-Word Expressions using Latent Semantic AnalysisGraham Katz, Eugenie Giesbrecht2006 · 172 citations
  37. CDER: Efficient MT Evaluation Using Block MovementsGregor Leusch, Nicola Ueffing, Hermann Ney2006 · 172 citations
  38. Accessor Variety Criteria for Chinese Word ExtractionHaodi Feng, Kang Chen, Xiaotie Deng, et al.2004 · 172 citations
  39. A-MEM: Agentic Memory for LLM AgentsWujiang Xu, Zujie Liang, Kai Mei, et al.2025 · 171 citations
  40. SmolLM2: When Smol Goes Big — Data-Centric Training of a Small Language ModelLoubna Ben Allal, Anton Lozhkov, Elie Bakouch, et al.2025 · 171 citations
  41. Aya 23: Open Weight Releases to Further Multilingual ProgressViraat Aryabumi, John Dang, Dwarak Talupuru, et al.2024 · 171 citations
  42. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn DialoguesGe Bai, Jie Liu, Xingyuan Bu, et al.2024 · 171 citations
  43. HuaTuo: Tuning LLaMA Model with Chinese Medical KnowledgeHaochun Wang, Chi Liu, Nuwa Xi, et al.2023 · 171 citations
  44. LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversTheo X. Olausson, Alex Gu, Benjamin Lipkin, et al.2023 · 171 citations
  45. Seamless: Multilingual Expressive and Streaming Speech TranslationSeamless Communication, Loic Barrault, Yu-An Chung, et al.2023 · 171 citations
  46. Direct Speech-to-Speech Translation With Discrete UnitsAnn Lee, Peng-Jen Chen, Changhan Wang, et al.2022 · 171 citations
  47. Zero-Shot Cross-Lingual Transfer with Meta LearningFarhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, et al.2020 · 171 citations
  48. Understanding Undesirable Word Embedding AssociationsKawin Ethayarajh, David Duvenaud, Graeme Hirst2019 · 171 citations
  49. Specialized Models and Ranking for Coreference ResolutionPascal Denis, Jason Baldridge2008 · 171 citations
  50. KernelBench: Can LLMs Write Efficient GPU Kernels?Anne Ouyang, Simon Guo, Simran Arora, et al.2025 · 170 citations
  51. Do Llamas Work in English? On the Latent Language of Multilingual TransformersChris Wendler, Veniamin Veselovsky, Giovanni Monea, et al.2024 · 170 citations
  52. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango, et al.2024 · 170 citations
  53. LESS: Selecting Influential Data for Targeted Instruction TuningMengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al.2024 · 170 citations
  54. AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-TuningQingru Zhang, Minshuo Chen, Alexander Bukharin, et al.2023 · 170 citations
  55. Learning to Compress Prompts with Gist TokensJesse Mu, Xiang Lisa Li, Noah Goodman2023 · 170 citations
  56. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 170 citations
  57. The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive RemediationsVipula Rawte, Swagata Chakraborty, Agnibh Pathak, et al.2023 · 170 citations
  58. Generating Sequences by Learning to Self-CorrectSean Welleck, Ximing Lu, Peter West, et al.2022 · 170 citations
  59. Findings of the Shared Task on Hope Speech Detection for Equality, Diversity, and InclusionBharathi Raja Chakravarthi, Vigneshwaran Muralidaran2021 · 170 citations
  60. Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesGözde Gül Şahin, Mark Steedman2018 · 170 citations
  61. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation CampaignMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2018 · 170 citations
  62. Neural Machine Translation Decoding with Terminology ConstraintsEva Hasler, Adrià de Gispert, Gonzalo Iglesias, et al.2018 · 170 citations
  63. Personalized Machine Translation: Preserving Original Author TraitsElla Rabinovich, Raj Nath Patel, Shachar Mirkin, et al.2017 · 170 citations
  64. The limits of automatic summarisation according to ROUGENatalie Schluter2017 · 170 citations
  65. Knowledge-Free Induction of Inflectional MorphologiesPatrick Schone, Daniel Jurafsky2001 · 170 citations
  66. AudioPaLM: A Large Language Model That Can Speak and ListenPaul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen, et al.2023 · 169 citations
  67. Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge DistillationQingyu Tan, Ruidan He, Lidong Bing, et al.2022 · 169 citations
  68. P-Stance: A Large Dataset for Stance Detection in Political DomainYingjie Li, Tiberiu Sosea, Aditya Sawant, et al.2021 · 169 citations
  69. Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News DomainMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2021 · 169 citations
  70. Self-training Improves Pre-training for Natural Language UnderstandingJingfei Du, Edouard Grave, Beliz Gunel, et al.2021 · 169 citations
  71. Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language ProcessingMinh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, et al.2021 · 169 citations
  72. It Depends: Dependency Parser Comparison Using A Web-based Evaluation ToolJinho D. Choi, Joel Tetreault, Amanda Stent2015 · 169 citations
  73. SqueezeLLM: Dense-and-Sparse QuantizationSehoon Kim, Coleman Hooper, Amir Gholami, et al.2023 · 168 citations
  74. The Capacity for Moral Self-Correction in Large Language ModelsDeep Ganguli, Amanda Askell, Nicholas Schiefer, et al.2023 · 168 citations
  75. Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy OptimizationRajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al.2022 · 168 citations
  76. Promptagator: Few-shot Dense Retrieval From 8 ExamplesZhuyun Dai, Vincent Y. Zhao, Ji Ma, et al.2022 · 168 citations
  77. COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 PandemicArkadiy Saakyan, Tuhin Chakrabarty, Smaranda Muresan2021 · 168 citations
  78. On Releasing Annotator-Level Labels and Information in DatasetsVinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Diaz2021 · 168 citations
  79. Simple Entity-Centric Questions Challenge Dense RetrieversChristopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, et al.2021 · 168 citations
  80. AMR Parsing via Graph-Sequence Iterative InferenceDeng Cai, Wai Lam2020 · 168 citations
  81. Curriculum Learning for Domain Adaptation in Neural Machine TranslationXuan Zhang, Pamela Shapiro, Gaurav Kumar, et al.2019 · 168 citations
  82. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable ModelsTiancheng Zhao, Kaige Xie, Maxine Eskenazi2019 · 168 citations
  83. Social Bias in Elicited Natural Language InferencesRachel Rudinger, Chandler May, Benjamin Van Durme2017 · 168 citations
  84. Morfessor 2.0: Toolkit for statistical morphological segmentationPeter Smit, Sami Virpioja, Stig-Arne Grönroos, et al.2014 · 168 citations
  85. ClearTK-TimeML: A minimalist approach to TempEval 2013Steven Bethard2013 · 168 citations
  86. Graph Connectivity Measures for Unsupervised Word Sense DisambiguationRoberto Navigli, Mirella Lapata2007 · 168 citations
  87. Chart GenerationMartin Kay1996 · 168 citations
  88. ShortGPT: Layers in Large Language Models are More Redundant Than You ExpectXin Men, Mingyu Xu, Qingyu Zhang, et al.2024 · 167 citations
  89. Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 167 citations
  90. Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive SummarizationMeng Cao, Yue Dong, Jackie Cheung2022 · 167 citations
  91. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsStephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 167 citations
  92. Label Verbalization and Entailment for Effective Zero and Few-Shot Relation ExtractionOscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, et al.2021 · 167 citations
  93. Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights CasesIlias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, et al.2021 · 167 citations
  94. Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett2020 · 167 citations
  95. Towards Controllable Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2020 · 167 citations
  96. A Report on the 2018 VUA Metaphor Detection Shared TaskChee Wee (Ben) Leong, Beata Beigman Klebanov, Ekaterina Shutova2018 · 167 citations
  97. Abstract Meaning Representation for Multi-Document SummarizationKexin Liao, Logan Lebanoff, Fei Liu2018 · 167 citations
  98. Effective Parallel Corpus Mining using Bilingual Sentence EmbeddingsMandy Guo, Qinlan Shen, Yinfei Yang, et al.2018 · 167 citations
  99. Epitran: Precision G2P for Many LanguagesDavid R. Mortensen, Siddharth Dalmia, Patrick Littell2018 · 167 citations
  100. Filtering and Mining Parallel Data in a Joint Multilingual SpaceHolger Schwenk2018 · 167 citations

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