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🗣️ Language and Linguistics

9,206 papers · page 36 of 93 · 3426–3525 · 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. Latent Structure Perceptron with Feature Induction for Unrestricted Coreference ResolutionEraldo Fernandes, Cícero dos Santos, Ruy Milidiú2012 · 141 citations
  2. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction StrategiesLiangming Pan, Michael Saxon, Wenda Xu, et al.2024 · 140 citations
  3. How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language modelMichael Hanna, Ollie Liu, Alexandre Variengien2023 · 140 citations
  4. A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text GenerationTianyu Liu, Yizhe Zhang, Chris Brockett, et al.2022 · 140 citations
  5. MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support ConversationQuan Tu, Yanran Li, Jianwei Cui, et al.2022 · 140 citations
  6. Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable FeaturesHannah Rashkin, David Reitter, Gaurav Singh Tomar, et al.2021 · 140 citations
  7. Paragraph-level Simplification of Medical TextsAshwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 140 citations
  8. TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text GenerationAdaku Uchendu, Zeyu Ma, Thai Le, et al.2021 · 140 citations
  9. On The Evaluation of Machine Translation Systems Trained With Back-TranslationSergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 140 citations
  10. Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QAYichen Jiang, Mohit Bansal2019 · 140 citations
  11. An Impact Analysis of Features in a Classification Approach to Irony Detection in Product ReviewsKonstantin Buschmeier, Philipp Cimiano, Roman Klinger2014 · 140 citations
  12. A computational approach to politeness with application to social factorsCristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, et al.2013 · 140 citations
  13. Developing an Arabic Treebank: Methods, Guidelines, Procedures, and ToolsMohamed Maamouri, Ann Bies2004 · 140 citations
  14. LongRoPE: Extending LLM Context Window Beyond 2 Million TokensYiran Ding, Li Lyna Zhang, Chengruidong Zhang, et al.2024 · 139 citations
  15. A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence GenerationNeeraj Varshney; Wenlin Yao; Hongming Zhang; Jianshu Chen;, Dong Yu2023 · 139 citations
  16. Diverse Demonstrations Improve In-context Compositional GeneralizationItay Levy, Ben Bogin, Jonathan Berant2023 · 139 citations
  17. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations
  18. The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context LearningBill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, et al.2023 · 139 citations
  19. Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-CollaborationZhenhailong Wang, Shaoguang Mao, Wenshan Wu, et al.2023 · 139 citations
  20. All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational QualityWilliam Timkey, Marten van Schijndel2021 · 139 citations
  21. Bot-Adversarial Dialogue for Safe Conversational AgentsJing Xu, Da Ju, Margaret Li, et al.2021 · 139 citations
  22. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningYujia Qin, Yankai Lin, Ryuichi Takanobu, et al.2021 · 139 citations
  23. On the Language Neutrality of Pre-trained Multilingual RepresentationsJindřich Libovický, Rudolf Rosa, Alexander Fraser2020 · 139 citations
  24. Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingSamuel Broscheit2019 · 139 citations
  25. Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated ExamplesVidur Joshi, Matthew Peters, Mark Hopkins2018 · 139 citations
  26. Posterior calibration and exploratory analysis for natural language processing modelsKhanh Nguyen, Brendan O'Connor2015 · 139 citations
  27. Dependency-based Semantic Role Labeling of PropBankRichard Johansson, Pierre Nugues2008 · 139 citations
  28. DeepInception: Hypnotize Large Language Model to Be JailbreakerXuan Li, Zhanke Zhou, Jianing Zhu, et al.2023 · 138 citations
  29. Efficient Training of Language Models to Fill in the MiddleMohammad Bavarian, Heewoo Jun, Nikolas Tezak, et al.2022 · 138 citations
  30. Exploring Length Generalization in Large Language ModelsCem Anil, Yuhuai Wu, Anders Andreassen, et al.2022 · 138 citations
  31. FaithDial: A Faithful Benchmark for Information-Seeking DialogueNouha Dziri, Ehsan Kamalloo, Sivan Milton, et al.2022 · 138 citations
  32. A Report on the 2020 VUA and TOEFL Metaphor Detection Shared TaskChee Wee (Ben) Leong, Beata Beigman Klebanov, Chris Hamill, et al.2020 · 138 citations
  33. Generating High Quality Proposition Banks for Multilingual Semantic Role LabelingAlan Akbik, Laura Chiticariu, Marina Danilevsky, et al.2015 · 138 citations
  34. Modeling Organization in Student EssaysIsaac Persing, Alan Davis, Vincent Ng2010 · 138 citations
  35. Identification and Resolution of Chinese Zero Pronouns: A Machine Learning ApproachShanheng Zhao, Hwee Tou Ng2007 · 138 citations
  36. R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement LearningHuatong Song, Jinhao Jiang, Yingqian Min, et al.2025 · 137 citations
  37. DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language ModelsWeihang Su, Yichen Tang, Qingyao Ai, et al.2024 · 137 citations
  38. Investigating Data Contamination in Modern Benchmarks for Large Language ModelsChunyuan Deng, Yilun Zhao, Xiangru Tang, et al.2024 · 137 citations
  39. LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation TasksAnna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, et al.2024 · 137 citations
  40. MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackXingyao Wang, Zihan Wang, Jiateng Liu, et al.2023 · 137 citations
  41. MLAgentBench: Evaluating Language Agents on Machine Learning ExperimentationQian Huang, Jian Vora, Percy Liang, et al.2023 · 137 citations
  42. Retrieval-based Language Models and ApplicationsAkari Asai, Sewon Min, Zexuan Zhong, et al.2023 · 137 citations
  43. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.2022 · 137 citations
  44. An Information Bottleneck Approach for Controlling Conciseness in Rationale ExtractionBhargavi Paranjape, Mandar Joshi, John Thickstun, et al.2020 · 137 citations
  45. ConvoKit: A Toolkit for the Analysis of ConversationsJonathan P. Chang, Caleb Chiam, Liye Fu, et al.2020 · 137 citations
  46. Inoculation by Fine-Tuning: A Method for Analyzing Challenge DatasetsNelson F. Liu, Roy Schwartz, Noah A. Smith2019 · 137 citations
  47. Lost in Translation: Loss and Decay of Linguistic Richness in Machine TranslationEva Vanmassenhove, Dimitar Shterionov, Andy Way2019 · 137 citations
  48. Pushing the Limits of Low-Resource Morphological InflectionAntonios Anastasopoulos, Graham Neubig2019 · 137 citations
  49. Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning RepresentationsRik van Noord, Johan Bos2017 · 137 citations
  50. Findings of the 2009 Workshop on Statistical Machine TranslationChris Callison-Burch, Philipp Koehn, Christof Monz, et al.2009 · 137 citations
  51. Corpus Pattern AnalysisPatrick Hanks2004 · 137 citations
  52. Construction of a Bilingual Dictionary Intermediated by a Third LanguageKumiko Tanaka, Kyoji Umemura1994 · 137 citations
  53. Agent Laboratory: Using LLM Agents as Research AssistantsSamuel Schmidgall, Yusheng Su, Ze Wang, et al.2025 · 136 citations
  54. Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey DesignLindia Tjuatja, Valerie Chen, Tongshuang Wu, et al.2024 · 136 citations
  55. A fine-grained comparison of pragmatic language understanding in humans and language modelsJennifer Hu, Sammy Floyd, Olessia Jouravlev, et al.2023 · 136 citations
  56. Detecting Language Model Attacks with PerplexityGabriel Alon, Michael Kamfonas2023 · 136 citations
  57. mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality CollaborationQinghao Ye, Haiyang Xu, Jiabo Ye, et al.2023 · 136 citations
  58. SafetyBench: Evaluating the Safety of Large Language ModelsZhexin Zhang, Leqi Lei, Lindong Wu, et al.2023 · 136 citations
  59. Attributed Question Answering: Evaluation and Modeling for Attributed Large Language ModelsBernd Bohnet, Vinh Q. Tran, Pat Verga, et al.2022 · 136 citations
  60. NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead HeuristicsXiming Lu, Sean Welleck, Peter West, et al.2022 · 136 citations
  61. SummScreen: A Dataset for Abstractive Screenplay SummarizationMingda Chen, Zewei Chu, Sam Wiseman, et al.2022 · 136 citations
  62. A Simple and Effective Unified Encoder for Document-Level Machine TranslationShuming Ma, Dongdong Zhang, Ming Zhou2020 · 136 citations
  63. Question Answering by Reasoning Across Documents with Graph Convolutional NetworksNicola De Cao, Wilker Aziz, Ivan Titov2019 · 136 citations
  64. A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation StandardsJacqueline Aguilar, Charley Beller, Paul McNamee, et al.2014 · 136 citations
  65. Findings of the 2011 Workshop on Statistical Machine TranslationChris Callison-Burch, Philipp Koehn, Christof Monz, et al.2011 · 136 citations
  66. Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse AttentionJingyang Yuan, Huazuo Gao, Damai Dai, et al.2025 · 135 citations
  67. A Roadmap to Pluralistic AlignmentTaylor Sorensen, Jared Moore, Jillian Fisher, et al.2024 · 135 citations
  68. Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language ModelsQingyu Lu, Baopu Qiu, Liang Ding, et al.2024 · 135 citations
  69. RAFT: Adapting Language Model to Domain Specific RAGTianjun Zhang, Shishir G. Patil, Naman Jain, et al.2024 · 135 citations
  70. Token-Budget-Aware LLM ReasoningTingxu Han, Zhenting Wang, Chunrong Fang, et al.2024 · 135 citations
  71. Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared TaskRicardo Rei, Nuno M. Guerreiro, José Pombal, et al.2023 · 135 citations
  72. Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsYile Wang, Peng Li, Maosong Sun, et al.2023 · 135 citations
  73. SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.2023 · 135 citations
  74. SLiC-HF: Sequence Likelihood Calibration with Human FeedbackYao Zhao, Rishabh Joshi, Tianqi Liu, et al.2023 · 135 citations
  75. Detoxifying Language Models Risks Marginalizing Minority VoicesAlbert Xu, Eshaan Pathak, Eric Wallace, et al.2021 · 135 citations
  76. Structure-Aware Abstractive Conversation Summarization via Discourse and Action GraphsJiaao Chen, Diyi Yang2021 · 135 citations
  77. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
  78. Domain Robustness in Neural Machine TranslationMathias Müller, Annette Rios, Rico Sennrich2020 · 135 citations
  79. Grounded Adaptation for Zero-shot Executable Semantic ParsingVictor Zhong, Mike Lewis, Sida I. Wang, et al.2020 · 135 citations
  80. Learning Simplifications for Specific Target AudiencesCarolina Scarton, Lucia Specia2018 · 135 citations
  81. Semantic Structural Evaluation for Text SimplificationElior Sulem, Omri Abend, Ari Rappoport2018 · 135 citations
  82. MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic rolesChi-kiu Lo, Dekai Wu2011 · 135 citations
  83. Morphological Annotation of Quranic ArabicKais Dukes, Nizar Habash2010 · 135 citations
  84. A Novel Discourse Parser Based on Support Vector Machine ClassificationDavid duVerle, Helmut Prendinger2009 · 135 citations
  85. Generation by Inverting a Semantic Parser that Uses Statistical Machine TranslationYuk Wah Wong, Raymond Mooney2007 · 135 citations
  86. Constructivist Development of Grounded Construction GrammarLuc Steels2004 · 135 citations
  87. Many-Shot In-Context LearningRishabh Agarwal, Avi Singh, Lei M. Zhang, et al.2024 · 134 citations
  88. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language ModelsPaul Röttger, Valentin Hofmann, Valentina Pyatkin, et al.2024 · 134 citations
  89. Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse ModelsPat Verga, Sebastian Hofstatter, Sophia Althammer, et al.2024 · 134 citations
  90. Simple and Effective Masked Diffusion Language ModelsSubham Sekhar Sahoo, Marianne Arriola, Yair Schiff, et al.2024 · 134 citations
  91. Beyond Human Data: Scaling Self-Training for Problem-Solving with Language ModelsAvi Singh, John D. Co-Reyes, Rishabh Agarwal, et al.2023 · 134 citations
  92. DiffusionBERT: Improving Generative Masked Language Models with Diffusion ModelsZhengfu He, Tianxiang Sun, Qiong Tang, et al.2023 · 134 citations
  93. Few-Shot Self-Rationalization with Natural Language PromptsAna Marasovic, Iz Beltagy, Doug Downey, et al.2022 · 134 citations
  94. Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP ModelsWenkai Yang, Lei Li, Zhiyuan Zhang, et al.2021 · 134 citations
  95. Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge GraphRui Liu, Zheng Lin, Yutong Tan, et al.2021 · 134 citations
  96. Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningPan Lu, Ran Gong, Shibiao Jiang, et al.2021 · 134 citations
  97. Semantic Graphs for Generating Deep QuestionsLiangming Pan, Yuxi Xie, Yansong Feng, et al.2020 · 134 citations
  98. DisSent: Learning Sentence Representations from Explicit Discourse RelationsAllen Nie, Erin Bennett, Noah Goodman2019 · 134 citations
  99. Next Sentence Prediction helps Implicit Discourse Relation Classification within and across DomainsWei Shi, Vera Demberg2019 · 134 citations
  100. Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and ApproachesShane Storks, Qiaozi Gao, Joyce Y. Chai2019 · 134 citations

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