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🗣️ Language and Linguistics

9,206 papers · page 34 of 93 · 3226–3325 · 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. Coreference Resolution with World KnowledgeAltaf Rahman, Vincent Ng2011 · 154 citations
  2. Stop Overthinking: A Survey on Efficient Reasoning for Large Language ModelsYang Sui, Yu-Neng Chuang, Guanchu Wang, et al.2025 · 153 citations
  3. Can GPT-3 Perform Statutory Reasoning?Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme2023 · 153 citations
  4. Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningLean Wang, Lei Li, Damai Dai, et al.2023 · 153 citations
  5. Graph Pre-training for AMR Parsing and GenerationXuefeng Bai, Yulong Chen, Yue Zhang2022 · 153 citations
  6. Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and ExtractionAdrien Barbaresi2021 · 153 citations
  7. Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, et al.2020 · 153 citations
  8. Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingYuxuan Wang, Wanxiang Che, Jiang Guo, et al.2019 · 153 citations
  9. LibriTTS: A Corpus Derived from LibriSpeech for Text-to-SpeechHeiga Zen, Viet Dang, Rob Clark, et al.2019 · 153 citations
  10. Seq2seq Dependency ParsingZuchao Li, Jiaxun Cai, Shexia He, et al.2018 · 153 citations
  11. Context Gates for Neural Machine TranslationZhaopeng Tu, Yang Liu, Zhengdong Lu, et al.2017 · 153 citations
  12. The First QALB Shared Task on Automatic Text Correction for ArabicBehrang Mohit, Alla Rozovskaya, Nizar Habash, et al.2014 · 153 citations
  13. Learning a Part-of-Speech Tagger from Two Hours of AnnotationDan Garrette, Jason Baldridge2013 · 153 citations
  14. Convergence of Translation Memory and Statistical Machine TranslationPhilipp Koehn, Jean Senellart2010 · 153 citations
  15. Probabilistic Disambiguation Models for Wide-Coverage HPSG ParsingYusuke Miyao, Jun'ichi Tsujii2005 · 153 citations
  16. F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow MatchingYushen Chen, Zhikang Niu, Ziyang Ma, et al.2025 · 152 citations
  17. LLM-based NLG Evaluation: Current Status and ChallengesMingqi Gao, Xinyu Hu, Xunjian Yin, et al.2025 · 152 citations
  18. FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGNMilind Agarwal, Sweta Agrawal, Antonios Anastasopoulos, et al.2023 · 152 citations
  19. REFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard, et al.2023 · 152 citations
  20. Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine TextYao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, et al.2022 · 152 citations
  21. doc2dial: A Goal-Oriented Document-Grounded Dialogue DatasetSong Feng, Hui Wan, Chulaka Gunasekara, et al.2020 · 152 citations
  22. Answering Complex Open-domain Questions Through Iterative Query GenerationPeng Qi, Xiaowen Lin, Leo Mehr, et al.2019 · 152 citations
  23. Modeling Multi-turn Conversation with Deep Utterance AggregationZhuosheng Zhang, Jiangtong Li, Pengfei Zhu, et al.2018 · 152 citations
  24. Generation from Abstract Meaning Representation using Tree TransducersJeffrey Flanigan, Chris Dyer, Noah A. Smith, et al.2016 · 152 citations
  25. On the semantics and pragmatics of epistemic vocabularySarah Moss2015 · 152 citations
  26. Fill-up versus interpolation methods for phrase-based SMT adaptationArianna Bisazza, Nick Ruiz, Marcello Federico2011 · 152 citations
  27. SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-trainingTianzhe Chu, Yuexiang Zhai, Jihan Yang, et al.2025 · 151 citations
  28. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsTianyi Tang, Wenyang Luo, Haoyang Huang, et al.2024 · 151 citations
  29. PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information FunnelingZefan Cai, Yichi Zhang, Bofei Gao, et al.2024 · 151 citations
  30. Training Language Models to Self-Correct via Reinforcement LearningAviral Kumar, Vincent Zhuang, Rishabh Agarwal, et al.2024 · 151 citations
  31. ChatGPT MT: Competitive for High- (but Not Low-) Resource LanguagesNathaniel Robinson, Perez Ogayo, David R. Mortensen, et al.2023 · 151 citations
  32. Revisiting DocRED - Addressing the False Negative Problem in Relation ExtractionQingyu Tan, Lu Xu, Lidong Bing, et al.2022 · 151 citations
  33. Extractive Opinion Summarization in Quantized Transformer SpacesStefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, et al.2021 · 151 citations
  34. Continual Relation Learning via Episodic Memory Activation and ReconsolidationXu Han, Yi Dai, Tianyu Gao, et al.2020 · 151 citations
  35. Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer LearningZhaojiang Lin, Andrea Madotto, Pascale Fung2020 · 151 citations
  36. Reevaluating Adversarial Examples in Natural LanguageJohn Morris, Eli Lifland, Jack Lanchantin, et al.2020 · 151 citations
  37. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
  38. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
  39. Finding Hedges by Chasing Weasels: Hedge Detection Using Wikipedia Tags and Shallow Linguistic FeaturesViola Ganter, Michael Strube2009 · 151 citations
  40. Graph-based Event Coreference ResolutionZheng Chen, Heng Ji2009 · 151 citations
  41. Transition-Based Parsing of the Chinese Treebank using a Global Discriminative ModelYue Zhang, Stephen Clark2009 · 151 citations
  42. A Perspective on Word Sense Disambiguation Methods and Their EvaluationPhilip Resnik, David Yarowsky1997 · 151 citations
  43. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren, et al.2024 · 150 citations
  44. AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsXingwei He, Zhenghao Lin, Yeyun Gong, et al.2023 · 150 citations
  45. Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and MitigationNiels Mundler, Jingxuan He, Slobodan Jenko, et al.2023 · 150 citations
  46. SemEval-2023 Task 3: Detecting the Category, the Framing, and the Persuasion Techniques in Online News in a Multi-lingual SetupJakub Piskorski, Nicolas Stefanovitch, Giovanni Da San Martino, et al.2023 · 150 citations
  47. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  48. ProsocialDialog: A Prosocial Backbone for Conversational AgentsHyunwoo Kim, Youngjae Yu, Liwei Jiang, et al.2022 · 150 citations
  49. Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.2021 · 150 citations
  50. Pre-Training BERT on Arabic Tweets: Practical ConsiderationsAhmed Abdelali, Sabit Hassan, Hamdy Mubarak, et al.2021 · 150 citations
  51. Generation-Augmented Retrieval for Open-domain Question AnsweringYuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 150 citations
  52. INFOTABS: Inference on Tables as Semi-structured DataVivek Gupta, Maitrey Mehta, Pegah Nokhiz, et al.2020 · 150 citations
  53. Speech Translation and the End-to-End Promise: Taking Stock of Where We AreMatthias Sperber, Matthias Paulik2020 · 150 citations
  54. Statistical Power and Translationese in Machine Translation EvaluationYvette Graham, Barry Haddow, Philipp Koehn2020 · 150 citations
  55. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 150 citations
  56. Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding TasksZi-Yi Dou, Keyi Yu, Antonios Anastasopoulos2019 · 150 citations
  57. Overview of the IWSLT 2017 Evaluation CampaignMauro Cettolo, Marcello Federico, Luisa Bentivogli, et al.2017 · 150 citations
  58. Regularization techniques for fine-tuning in neural machine translationAntonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, et al.2017 · 150 citations
  59. Discourse Parsing with Attention-based Hierarchical Neural NetworksQi Li, Tianshi Li, Baobao Chang2016 · 150 citations
  60. Computation of the Probability of Initial Substring Generation by Stochastic Context-Free GrammarsFrederick Jelinek, John D. Lafferty1991 · 150 citations
  61. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language ModelsWenhao Yu, Hongming Zhang, Xiaoman Pan, et al.2024 · 149 citations
  62. OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language ModelsChanghun Lee, Jungyu Jin, Taesu Kim, et al.2023 · 149 citations
  63. SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language ModelsXiaoxuan Wang, Ziniu Hu, Pan Lu, et al.2023 · 149 citations
  64. ROSCOE: A Suite of Metrics for Scoring Step-by-Step ReasoningOlga Golovneva, Moya Chen, Spencer Poff, et al.2022 · 149 citations
  65. BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataHaoyu Song, Yan Wang, Kaiyan Zhang, et al.2021 · 149 citations
  66. Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and SelectionSihao Chen, Fan Zhang, Kazoo Sone, et al.2021 · 149 citations
  67. Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path GroundingNouha Dziri, Andrea Madotto, Osmar Zaïane, et al.2021 · 149 citations
  68. CPM: A Large-scale Generative Chinese Pre-trained Language ModelZhengyan Zhang, Xu Han, Hao Zhou, et al.2020 · 149 citations
  69. The Effect of Translationese in Machine Translation Test SetsMike Zhang, Antonio Toral2019 · 149 citations
  70. Identifying Causal Relations Using Parallel Wikipedia ArticlesChristopher Hidey, Kathy McKeown2016 · 149 citations
  71. Adding Noun Phrase Structure to the Penn TreebankDavid Vadas, James Curran2007 · 149 citations
  72. A Machine Learning Approach to Pronoun Resolution in Spoken DialogueMichael Strube, Christoph Müller2003 · 149 citations
  73. SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the WildWeihao Zeng, Yuzhen Huang, Qian Liu, et al.2025 · 148 citations
  74. Language Model Behavior: A Comprehensive SurveyTyler A. Chang, Benjamin K. Bergen2024 · 148 citations
  75. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesXinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 148 citations
  76. Measure and Improve Robustness in NLP Models: A SurveyXuezhi Wang, Haohan Wang, Diyi Yang2022 · 148 citations
  77. Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a SummaryDaniel Deutsch, Tania Bedrax-Weiss, Dan Roth2021 · 148 citations
  78. Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine TranslationFahim Dalvi, Nadir Durrani, Hassan Sajjad, et al.2018 · 148 citations
  79. HyperLex: A Large-Scale Evaluation of Graded Lexical EntailmentIvan Vulić, Daniela Gerz, Douwe Kiela, et al.2017 · 148 citations
  80. Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and StringsOndřej Dušek, Filip Jurčíček2016 · 148 citations
  81. Varieties of updateSarah E Murray2014 · 148 citations
  82. Process Reinforcement through Implicit RewardsGanqu Cui, Lifan Yuan, Zefan Wang, et al.2025 · 147 citations
  83. BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and LanguagesJunho Myung, Nayeon Lee, Yi Zhou, et al.2024 · 147 citations
  84. Measuring short-form factuality in large language modelsJason Wei, Nguyen Karina, Hyung Won Chung, et al.2024 · 147 citations
  85. Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and EvaluationMarius Mosbach, Tiago Pimentel, Shauli Ravfogel, et al.2023 · 147 citations
  86. Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationNuno M. Guerreiro, Elena Voita, André Martins2023 · 147 citations
  87. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 147 citations
  88. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersFangyu Liu, Ivan Vulić, Anna Korhonen, et al.2021 · 147 citations
  89. Introducing CAD: the Contextual Abuse DatasetBertie Vidgen, Dong Nguyen, Helen Margetts, et al.2021 · 147 citations
  90. Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific ArticlesYao Lu, Yue Dong, Laurent Charlin2020 · 147 citations
  91. OCNLI: Original Chinese Natural Language InferenceHai Hu, Kyle Richardson, Liang Xu, et al.2020 · 147 citations
  92. A Richly Annotated Corpus for Different Tasks in Automated Fact-CheckingAndreas Hanselowski, Christian Stab, Claudia Schulz, et al.2019 · 147 citations
  93. Text Processing Like Humans Do: Visually Attacking and Shielding NLP SystemsSteffen Eger, Gözde Gül Şahin, Andreas Rücklé, et al.2019 · 147 citations
  94. Are All Languages Equally Hard to Language-Model?Ryan Cotterell, Sabrina J. Mielke, Jason Eisner, et al.2018 · 147 citations
  95. Do latent tree learning models identify meaningful structure in sentences?Adina Williams, Andrew Drozdov, Samuel R. Bowman2018 · 147 citations
  96. Neural Models for Reasoning over Multiple Mentions Using CoreferenceBhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 147 citations
  97. How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation PairsRico Sennrich2017 · 147 citations
  98. Neural Net Models of Open-domain Discourse CoherenceJiwei Li, Dan Jurafsky2017 · 147 citations
  99. Two negations for the price of oneRosalind Thornton, Anna Notley, Vincenzo Moscati, et al.2016 · 147 citations
  100. NaturalLI: Natural Logic Inference for Common Sense ReasoningGabor Angeli, Christopher D. Manning2014 · 147 citations

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