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🗣️ Language and Linguistics

9,206 papers · page 33 of 93 · 3126–3225 · 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. ChatGPT as a Factual Inconsistency Evaluator for Text SummarizationZheheng Luo, Qianqian Xie, Sophia Ananiadou2023 · 160 citations
  2. L-Eval: Instituting Standardized Evaluation for Long Context Language ModelsChenxin An, Shansan Gong, Ming Zhong, et al.2023 · 160 citations
  3. Orca 2: Teaching Small Language Models How to ReasonArindam Mitra, Luciano Del Corro, Shweti Mahajan, et al.2023 · 160 citations
  4. The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False DatasetsSamuel Marks, Max Tegmark2023 · 160 citations
  5. Larger-Scale Transformers for Multilingual Masked Language ModelingNaman Goyal, Jingfei Du, Myle Ott, et al.2021 · 160 citations
  6. MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferIlias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos2021 · 160 citations
  7. Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion KnowledgeBowen Zhang, Min Yang, Xutao Li, et al.2020 · 160 citations
  8. Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, et al.2020 · 160 citations
  9. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareXilun Chen, Ahmed Hassan Awadallah, Hany Hassan, et al.2019 · 160 citations
  10. Specialising Word Vectors for Lexical EntailmentIvan Vulić, Nikola Mrkšić2018 · 160 citations
  11. Argument Mining with Structured SVMs and RNNsVlad Niculae, Joonsuk Park, Claire Cardie2017 · 160 citations
  12. Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic ScaffoldSwabha Swayamdipta, Sam Thomson, Chris Dyer, et al.2017 · 160 citations
  13. Towards Robust Semantic Role LabelingSameer S. Pradhan, Wayne Ward, James H. Martin2008 · 160 citations
  14. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt CompressionZhuoshi Pan, Qianhui Wu, Huiqiang Jiang, et al.2024 · 159 citations
  15. MiniCheck: Efficient Fact-Checking of LLMs on Grounding DocumentsLiyan Tang, Philippe Laban, Greg Durrett2024 · 159 citations
  16. Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsBofei Gao, Feifan Song, Zhe Yang, et al.2024 · 159 citations
  17. When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMsRyo Kamoi, Yusen Zhang, Nan Zhang, et al.2024 · 159 citations
  18. DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer ModelsSam Ade Jacobs, Masahiro Tanaka, Chengming Zhang, et al.2023 · 159 citations
  19. Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution PerformancePrasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych2020 · 159 citations
  20. Inferring Which Medical Treatments Work from Reports of Clinical TrialsEric Lehman, Jay DeYoung, Regina Barzilay, et al.2019 · 159 citations
  21. Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.2019 · 159 citations
  22. Training on Synthetic Noise Improves Robustness to Natural Noise in Machine TranslationVladimir Karpukhin, Omer Levy, Jacob Eisenstein, et al.2019 · 159 citations
  23. Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE GamutNathan Schneider, Emily Danchik, Chris Dyer, et al.2014 · 159 citations
  24. Abstract Generation Based on Rhetorical Structure ExtractionKenji Ono, Kazuo Sumita, Seiji Miike1994 · 159 citations
  25. AgentTuning: Enabling Generalized Agent Abilities for LLMsAohan Zeng, Mingdao Liu, Rui Lu, et al.2023 · 158 citations
  26. FacTool: Factuality Detection in Generative AI — A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosI-Chun Chern, Steffi Chern, Shiqi Chen, et al.2023 · 158 citations
  27. GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via CipherYouliang Yuan, Wenxiang Jiao, Wenxuan Wang, et al.2023 · 158 citations
  28. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt CompressionHuiqiang Jiang, Qianhui Wu, Xufang Luo, et al.2023 · 158 citations
  29. Testing the Predictions of Surprisal Theory in 11 LanguagesEthan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
  30. Norm-Based Curriculum Learning for Neural Machine TranslationXuebo Liu, Houtim Lai, Derek F. Wong, et al.2020 · 158 citations
  31. Understanding tables with intermediate pre-trainingJulian Eisenschlos, Syrine Krichene, Thomas Müller2020 · 158 citations
  32. Unsupervised Translation of Programming LanguagesMarie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, et al.2020 · 158 citations
  33. Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding SpacesBarun Patra, Joel Ruben Antony Moniz, Sarthak Garg, et al.2019 · 158 citations
  34. A Span-Extraction Dataset for Chinese Machine Reading ComprehensionYiming Cui, Ting Liu, Wanxiang Che, et al.2018 · 158 citations
  35. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic ChangeDominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann2018 · 158 citations
  36. Extreme Adaptation for Personalized Neural Machine TranslationPaul Michel, Graham Neubig2018 · 158 citations
  37. Parsing to Stanford Dependencies: Trade-offs between Speed and AccuracyDaniel Cer, Marie-Catherine de Marneffe, Dan Jurafsky, et al.2010 · 158 citations
  38. Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and WhitherReut Tsarfaty, Djamé Seddah, Yoav Goldberg, et al.2010 · 158 citations
  39. GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation ModelsAohan Zeng, Xin Lv, Qinkai Zheng, et al.2025 · 157 citations
  40. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsYilin Wen, Zifeng Wang, Jimeng Sun2024 · 157 citations
  41. From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction TuningMing Li, Yong Zhang, Zhitao Li, et al.2023 · 157 citations
  42. SmoothLLM: Defending Large Language Models Against Jailbreaking AttacksAlexander Robey, Eric Wong, Hamed Hassani, et al.2023 · 157 citations
  43. The Linear Representation Hypothesis and the Geometry of Large Language ModelsKiho Park, Yo Joong Choe, Victor Veitch2023 · 157 citations
  44. Language Models as Agent ModelsJacob Andreas2022 · 157 citations
  45. Leveraging Large Language Models for Multiple Choice Question AnsweringJoshua Robinson, Christopher Michael Rytting, David Wingate2022 · 157 citations
  46. CLIMATE-FEVER: A Dataset for Verification of Real-World Climate ClaimsThomas Diggelmann, Jordan Boyd-Graber, Jannis Bulian, et al.2020 · 157 citations
  47. MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language ModelsPeng Xu, Mostofa Patwary, Mohammad Shoeybi, et al.2020 · 157 citations
  48. SemEval-2020 Task 4: Commonsense Validation and ExplanationCunxiang Wang, Shuailong Liang, Yili Jin, et al.2020 · 157 citations
  49. Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?Ivan Vulić, Goran Glavaš, Roi Reichart, et al.2019 · 157 citations
  50. Scoring Sentence Singletons and Pairs for Abstractive SummarizationLogan Lebanoff, Kaiqiang Song, Franck Dernoncourt, et al.2019 · 157 citations
  51. Rearranging the Familiar: Testing Compositional Generalization in Recurrent NetworksJoão Loula, Marco Baroni, Brenden Lake2018 · 157 citations
  52. Unsupervised Text Style Transfer using Language Models as DiscriminatorsZichao Yang, Zhiting Hu, Chris Dyer, et al.2018 · 157 citations
  53. Mapping the Americanization of English in Space and TimeBruno Gonçalves, Lucia Loureiro-Porto, Jose J. Ramasco, et al.2017 · 157 citations
  54. Cross-lingual Wikification Using Multilingual EmbeddingsChen-Tse Tsai, Dan Roth2016 · 157 citations
  55. Automatic Detection and Language Identification of Multilingual DocumentsMarco Lui, Jey Han Lau, Timothy Baldwin2014 · 157 citations
  56. DataComp-LM: In search of the next generation of training sets for language modelsJeffrey Li, Alex Fang, Georgios Smyrnis, et al.2024 · 156 citations
  57. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksJing Yu Koh, Robert Lo, Lawrence Jang, et al.2024 · 156 citations
  58. Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors PersistMarzena Karpinska, Mohit Iyyer2023 · 156 citations
  59. Lawyer LLaMA Technical ReportQuzhe Huang, Mingxu Tao, Chen Zhang, et al.2023 · 156 citations
  60. The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation EvaluationPatrick Fernandes, Daniel Deutsch, Mara Finkelstein, et al.2023 · 156 citations
  61. RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain DatabasesDongHyun Choi, Myeong Cheol Shin, EungGyun Kim, et al.2021 · 156 citations
  62. The (Un)Suitability of Automatic Evaluation Metrics for Text SimplificationFernando Alva-Manchego, Carolina Scarton, Lucia Specia2021 · 156 citations
  63. DART: Open-Domain Structured Data Record to Text GenerationLinyong Nan, Dragomir Radev, Rui Zhang, et al.2020 · 156 citations
  64. Reducing Quantity Hallucinations in Abstractive SummarizationZheng Zhao, Shay B. Cohen, Bonnie Webber2020 · 156 citations
  65. Question Answering as an Automatic Evaluation Metric for News Article SummarizationMatan Eyal, Tal Baumel, Michael Elhadad2019 · 156 citations
  66. Automatic Stance Detection Using End-to-End Memory NetworksMitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 156 citations
  67. Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine TranslationYilin Yang, Liang Huang, Mingbo Ma2018 · 156 citations
  68. Accurate Evaluation of Segment-level Machine Translation MetricsYvette Graham, Timothy Baldwin, Nitika Mathur2015 · 156 citations
  69. Reflections on the Penn Discourse TreeBank, Comparable Corpora, and Complementary AnnotationRashmi Prasad, Bonnie Webber, Aravind Joshi2014 · 156 citations
  70. A Comparison of Techniques to Automatically Identify Complex Words.Matthew Shardlow2013 · 156 citations
  71. DGT-TM: A freely available Translation Memory in 22 languagesRalf Steinberger, Andreas Eisele, Szymon Klocek, et al.2012 · 156 citations
  72. The Lessons of Developing Process Reward Models in Mathematical ReasoningZhenru Zhang, Chujie Zheng, Yangzhen Wu, et al.2025 · 155 citations
  73. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 155 citations
  74. Large Language Models with Controllable Working MemoryDaliang Li, Ankit Singh Rawat, Manzil Zaheer, et al.2023 · 155 citations
  75. Probing Pre-Trained Language Models for Cross-Cultural Differences in ValuesArnav Arora, Lucie-aimée Kaffee, Isabelle Augenstein2023 · 155 citations
  76. Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not InnocentMarkus Freitag, Nitika Mathur, Chi-kiu Lo, et al.2023 · 155 citations
  77. TheoremQA: A Theorem-driven Question Answering DatasetWenhu Chen, Ming Yin, Max Ku, et al.2023 · 155 citations
  78. A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationDavid Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 155 citations
  79. GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalKexin Wang, Nandan Thakur, Nils Reimers, et al.2022 · 155 citations
  80. Towards a Cleaner Document-Oriented Multilingual Crawled CorpusJulien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 155 citations
  81. CLEVE: Contrastive Pre-training for Event ExtractionZiqi Wang, Xiaozhi Wang, Xu Han, et al.2021 · 155 citations
  82. On Hallucination and Predictive Uncertainty in Conditional Language GenerationYijun Xiao, William Yang Wang2021 · 155 citations
  83. SemEval-2021 Task 1: Lexical Complexity PredictionMatthew Shardlow, Richard Evans, Gustavo Henrique Paetzold, et al.2021 · 155 citations
  84. SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain RobustnessNathan Ng, Kyunghyun Cho, Marzyeh Ghassemi2020 · 155 citations
  85. Evaluating Style Transfer for TextRemi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 155 citations
  86. Colors in Context: A Pragmatic Neural Model for Grounded Language UnderstandingWill Monroe, Robert X.D. Hawkins, Noah D. Goodman, et al.2017 · 155 citations
  87. Effective Domain Mixing for Neural Machine TranslationDenny Britz, Quoc Le, Reid Pryzant2017 · 155 citations
  88. pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance DetectionWan Wei, Xiao Zhang, Xuqin Liu, et al.2016 · 155 citations
  89. Text-level Discourse Dependency ParsingSujian Li, Liang Wang, Ziqiang Cao, et al.2014 · 155 citations
  90. CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringNirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, et al.2024 · 154 citations
  91. Moshi: a speech-text foundation model for real-time dialogueAlexandre Defossez, Laurent Mazare, Manu Orsini, et al.2024 · 154 citations
  92. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMsJustin Chen, Swarnadeep Saha, Mohit Bansal2024 · 154 citations
  93. Locally Typical SamplingClara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 154 citations
  94. Explaining NLP Models via Minimal Contrastive Editing (MiCE)Alexis Ross, Ana Marasović, Matthew Peters2021 · 154 citations
  95. Fill in the BLANC: Human-free quality estimation of document summariesOleg Vasilyev, Vedant Dharnidharka, John Bohannon2020 · 154 citations
  96. Generating Sentences from Disentangled Syntactic and Semantic SpacesYu Bao, Hao Zhou, Shujian Huang, et al.2019 · 154 citations
  97. Revisiting Character-Based Neural Machine Translation with Capacity and CompressionColin Cherry, George Foster, Ankur Bapna, et al.2018 · 154 citations
  98. Compositional Sequence Labeling Models for Error Detection in Learner WritingMarek Rei, Helen Yannakoudakis2016 · 154 citations
  99. The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media RecognitionAhmed Ali, Peter Bell, James Glass, et al.2016 · 154 citations
  100. Semantic Frame Identification with Distributed Word RepresentationsKarl Moritz Hermann, Dipanjan Das, Jason Weston, et al.2014 · 154 citations

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