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🗣️ Language and Linguistics

9,206 papers · page 35 of 93 · 3326–3425 · 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. Evaluating Machine Translation Output with Automatic Sentence SegmentationEvgeny Matusov, Gregor Leusch, Oliver Bender, et al.2005 · 147 citations
  2. rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep ThinkingXinyu Guan, Li Lyna Zhang, Yifei Liu, et al.2025 · 146 citations
  3. Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative DecodingJun Zhang, Jue Wang, Huan Li, et al.2024 · 146 citations
  4. Fact-Checking Complex Claims with Program-Guided ReasoningLiangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 146 citations
  5. Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability CurvatureGuangsheng Bao, Yanbin Zhao, Zhiyang Teng, et al.2023 · 146 citations
  6. Text Embeddings Reveal (Almost) As Much As TextJohn Morris, Volodymyr Kuleshov, Vitaly Shmatikov, et al.2023 · 146 citations
  7. SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and ArabicIbrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, et al.2022 · 146 citations
  8. UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringBarlas Oguz, Xilun Chen, Vladimir Karpukhin, et al.2022 · 146 citations
  9. TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language ProcessingXiao Wang, Qin Liu, Tao Gui, et al.2021 · 146 citations
  10. Word-Level Coreference ResolutionVladimir Dobrovolskii2021 · 146 citations
  11. CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetQi Zhu, Kaili Huang, Zheng Zhang, et al.2020 · 146 citations
  12. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang2020 · 146 citations
  13. Understanding Dataset Design Choices for Multi-hop ReasoningJifan Chen, Greg Durrett2019 · 146 citations
  14. SGM: Sequence Generation Model for Multi-label ClassificationPengcheng Yang, Xu Sun, Wei Li, et al.2018 · 146 citations
  15. End-to-End Task-Completion Neural Dialogue SystemsXiujun Li, Yun-Nung Chen, Lihong Li, et al.2017 · 146 citations
  16. Joint Incremental Disfluency Detection and Dependency ParsingMatthew Honnibal, Mark Johnson2014 · 146 citations
  17. Lexicon Infused Phrase Embeddings for Named Entity ResolutionAlexandre Passos, Vineet Kumar, Andrew McCallum2014 · 146 citations
  18. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAsMicrosoft, Abdelrahman Abouelenin, Atabak Ashfaq, et al.2025 · 145 citations
  19. Evaluating Correctness and Faithfulness of Instruction-Following Models for Question AnsweringVaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu, et al.2024 · 145 citations
  20. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data CompositionGuanting Dong, Hongyi Yuan, Keming Lu, et al.2024 · 145 citations
  21. Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative DecodingHeming Xia, Zhe Yang, Qingxiu Dong, et al.2024 · 145 citations
  22. Context-faithful Prompting for Large Language ModelsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.2023 · 145 citations
  23. Efficient Methods for Natural Language Processing: A SurveyMarcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.2023 · 145 citations
  24. RA-DIT: Retrieval-Augmented Dual Instruction TuningXi Victoria Lin, Xilun Chen, Mingda Chen, et al.2023 · 145 citations
  25. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
  26. Dynamic Prefix-Tuning for Generative Template-based Event ExtractionXiao Liu, Heyan Huang, Ge Shi, et al.2022 · 145 citations
  27. Is GPT-3 a Good Data Annotator?Bosheng Ding, Chengwei Qin, Linlin Liu, et al.2022 · 145 citations
  28. RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-EncoderShitao Xiao, Zheng Liu, Yingxia Shao, et al.2022 · 145 citations
  29. Including Signed Languages in Natural Language ProcessingKayo Yin, Amit Moryossef, Julie Hochgesang, et al.2021 · 145 citations
  30. Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?Thang Pham, Trung Bui, Long Mai, et al.2021 · 145 citations
  31. PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningSiqi Bao, Huang He, Fan Wang, et al.2021 · 145 citations
  32. Revealing the Myth of Higher-Order Inference in Coreference ResolutionLiyan Xu, Jinho D. Choi2020 · 145 citations
  33. SyntaxGym: An Online Platform for Targeted Evaluation of Language ModelsJon Gauthier, Jennifer Hu, Ethan Wilcox, et al.2020 · 145 citations
  34. UNQOVERing Stereotyping Biases via Underspecified QuestionsTao Li, Daniel Khashabi, Tushar Khot, et al.2020 · 145 citations
  35. Cross-Document Coreference on a Large Scale CorpusChung Heong Gooi, James Allan2004 · 145 citations
  36. Statistical Properties of Probabilistic Context-Free GrammarsZhiyi Chi1999 · 145 citations
  37. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with NothingZhangchen Xu, Fengqing Jiang, Luyao Niu, et al.2024 · 144 citations
  38. PMC-LLaMA: Towards Building Open-source Language Models for MedicineChaoyi Wu, Weixiong Lin, Xiaoman Zhang, et al.2023 · 144 citations
  39. Unified Demonstration Retriever for In-Context LearningXiaonan Li, Kai Lv, Hang Yan, et al.2023 · 144 citations
  40. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
  41. In-Context Learning for Few-Shot Dialogue State TrackingYushi Hu, Chia-Hsuan Lee, Tianbao Xie, et al.2022 · 144 citations
  42. Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question GenerationJi Ma, Ivan Korotkov, Yinfei Yang, et al.2021 · 144 citations
  43. From Arguments to Key Points: Towards Automatic Argument SummarizationRoy Bar-Haim, Lilach Eden, Roni Friedman, et al.2020 · 144 citations
  44. GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.2020 · 144 citations
  45. GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue SystemsLishan Huang, Zheng Ye, Jinghui Qin, et al.2020 · 144 citations
  46. SIMULEVAL: An Evaluation Toolkit for Simultaneous TranslationXutai Ma, Mohammad Javad Dousti, Changhan Wang, et al.2020 · 144 citations
  47. Vecalign: Improved Sentence Alignment in Linear Time and SpaceBrian Thompson, Philipp Koehn2019 · 144 citations
  48. SUD or Surface-Syntactic Universal Dependencies: An annotation scheme near-isomorphic to UDKim Gerdes, Bruno Guillaume, Sylvain Kahane, et al.2018 · 144 citations
  49. Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao, et al.2017 · 144 citations
  50. Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and IdentificationMan Lan, Jianxiang Wang, Yuanbin Wu, et al.2017 · 144 citations
  51. The Role of Context Types and Dimensionality in Learning Word EmbeddingsOren Melamud, David McClosky, Siddharth Patwardhan, et al.2016 · 144 citations
  52. Collective Classification for Fine-grained Information StatusKatja Markert, Yufang Hou, Michael Strube2012 · 144 citations
  53. Supervised Models for Coreference ResolutionAltaf Rahman, Vincent Ng2009 · 144 citations
  54. Learning to Resolve Bridging ReferencesMassimo Poesio, Rahul Mehta, Axel Maroudas, et al.2004 · 144 citations
  55. Unsupervised discovery of morphologically related words based on orthographic and semantic similarityMarco Baroni, Johannes Matiasek, Harald Trost2002 · 144 citations
  56. Automatic Processing of Large Corpora for the Resolution of Anaphora ReferencesIdo Dagan, Alon Itai1990 · 144 citations
  57. Full Parameter Fine-tuning for Large Language Models with Limited ResourcesKai Lv, Yuqing Yang, Tengxiao Liu, et al.2024 · 143 citations
  58. Generative Verifiers: Reward Modeling as Next-Token PredictionLunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 143 citations
  59. AfriSenti: A Twitter Sentiment Analysis Benchmark for African LanguagesShamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, et al.2023 · 143 citations
  60. MiniLLM: On-Policy Distillation of Large Language ModelsYuxian Gu, Li Dong, Furu Wei, et al.2023 · 143 citations
  61. Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal SupervisionEugene Kharitonov, Damien Vincent, Zalán Borsos, et al.2023 · 143 citations
  62. Quality-Aware Decoding for Neural Machine TranslationPatrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 143 citations
  63. TopiOCQA: Open-domain Conversational Question Answering with Topic SwitchingVaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, et al.2022 · 143 citations
  64. Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task LearningTommaso Fornaciari, Alexandra Uma, Silviu Paun, et al.2021 · 143 citations
  65. Towards Robustness of Text-to-SQL Models against Synonym SubstitutionYujian Gan, Xinyun Chen, Qiuping Huang, et al.2021 · 143 citations
  66. What Have We Achieved on Text Summarization?Dandan Huang, Leyang Cui, Sen Yang, et al.2020 · 143 citations
  67. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  68. Using Context Information for Dialog Act Classification in DNN FrameworkYang Liu, Kun Han, Zhao Tan, et al.2017 · 143 citations
  69. Aligning English Strings with Abstract Meaning Representation GraphsNima Pourdamghani, Yang Gao, Ulf Hermjakob, et al.2014 · 143 citations
  70. ORANGE: a Method for Evaluating Automatic Evaluation Metrics for Machine TranslationChin-Yew Lin, Franz Josef Och2004 · 143 citations
  71. Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM ReasoningShenzhi Wang, Le Yu, Chang Gao, et al.2025 · 142 citations
  72. Dense X Retrieval: What Retrieval Granularity Should We Use?Tong Chen, Hongwei Wang, Sihao Chen, et al.2024 · 142 citations
  73. Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-ExpertsHaoxiang Wang, Wei Xiong, Tengyang Xie, et al.2024 · 142 citations
  74. Justice or Prejudice? Quantifying Biases in LLM-as-a-JudgeJiayi Ye, Yanbo Wang, Yue Huang, et al.2024 · 142 citations
  75. In-Context Learning Creates Task VectorsRoee Hendel, Mor Geva, Amir Globerson2023 · 142 citations
  76. JudgeLM: Fine-tuned Large Language Models are Scalable JudgesLianghui Zhu, Xinggang Wang, Xinlong Wang2023 · 142 citations
  77. ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool EmbeddingsShibo Hao, Tianyang Liu, Zhen Wang, et al.2023 · 142 citations
  78. TALM: Tool Augmented Language ModelsAaron Parisi, Yao Zhao, Noah Fiedel2022 · 142 citations
  79. ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation LearningChih-Yao Chen, Cheng-Te Li2021 · 142 citations
  80. Rethinking embedding coupling in pre-trained language modelsHyung Won Chung, Thibault Févry, Henry Tsai, et al.2020 · 142 citations
  81. Deep contextualized word representations for detecting sarcasm and ironySuzana Ilić, Edison Marrese-Taylor, Jorge Balazs, et al.2018 · 142 citations
  82. Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse ConnectivesAttapol Rutherford, Nianwen Xue2015 · 142 citations
  83. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsDebanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 142 citations
  84. RSTTool 2.4 - A markup Tool for Rhetorical Structure TheoryMichael O'Donnell2000 · 142 citations
  85. Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and BeyondFangzhi Xu, Qika Lin, Jiawei Han, et al.2023 · 141 citations
  86. Exploring the Limits of ChatGPT for Query or Aspect-based Text SummarizationXianjun Yang, Yan Li, Xinlu Zhang, et al.2023 · 141 citations
  87. Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human InterventionsJohn Chung, Ece Kamar, Saleema Amershi2023 · 141 citations
  88. ProofNet: Autoformalizing and Formally Proving Undergraduate-Level MathematicsZhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, et al.2023 · 141 citations
  89. IndicBART: A Pre-trained Model for Indic Natural Language GenerationRaj Dabre, Himani Shrotriya, Anoop Kunchukuttan, et al.2022 · 141 citations
  90. RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionYew Ken Chia, Lidong Bing, Soujanya Poria, et al.2022 · 141 citations
  91. Fully Non-autoregressive Neural Machine Translation: Tricks of the TradeJiatao Gu, Xiang Kong2021 · 141 citations
  92. Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge BasesBoxi Cao, Hongyu Lin, Xianpei Han, et al.2021 · 141 citations
  93. Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy2021 · 141 citations
  94. SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and OffenseJ. A. Meaney, Steven Wilson, Luis Chiruzzo, et al.2021 · 141 citations
  95. Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse StructureJiaqi Li, Ming Liu, Min-Yen Kan, et al.2020 · 141 citations
  96. Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He, et al.2018 · 141 citations
  97. RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation EvaluationHiroki Shimanaka, Tomoyuki Kajiwara, Mamoru Komachi2018 · 141 citations
  98. Trivial Transfer Learning for Low-Resource Neural Machine TranslationTom Kocmi, Ondřej Bojar2018 · 141 citations
  99. Dynamic Entity Representations in Neural Language ModelsYangfeng Ji, Chenhao Tan, Sebastian Martschat, et al.2017 · 141 citations
  100. Investigating the distribution of some (but not all) implicatures using corpora and web-based methodsJudith Degen2015 · 141 citations

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