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🗣️ Language and Linguistics

9,206 papers · page 12 of 93 · 1026–1125 · 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. Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishSu Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 471 citations
  2. Extracting Semantic Orientations of Words using Spin ModelHiroya Takamura, Takashi Inui, Manabu Okumura2005 · 471 citations
  3. Data Augmentation using Pre-trained Transformer ModelsVarun Kumar, Ashutosh Choudhary, Eunah Cho2020 · 470 citations
  4. The ICSI Meeting Recorder Dialog Act (MRDA) CorpusElizabeth Shriberg, Raj Dhillon, Sonali Bhagat, et al.2004 · 470 citations
  5. PPT: Pre-trained Prompt Tuning for Few-shot LearningYuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 469 citations
  6. Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 468 citations
  7. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTShijie Wu, Mark Dredze2019 · 468 citations
  8. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 468 citations
  9. Controlling Politeness in Neural Machine Translation via Side ConstraintsRico Sennrich, Barry Haddow, Alexandra Birch2016 · 468 citations
  10. Evaluating Large Language Models in Theory of Mind TasksMichal Kosinski2023 · 467 citations
  11. SemEval-2018 Task 3: Irony Detection in English TweetsCynthia Van Hee, Els Lefever, Véronique Hoste2018 · 467 citations
  12. BootCaT: Bootstrapping Corpora and Terms from the WebMarco Baroni, Silvia Bernardini2004 · 467 citations
  13. Hierarchical Transformers for Multi-Document SummarizationYang Liu, Mirella Lapata2019 · 466 citations
  14. End-to-end learning of semantic role labeling using recurrent neural networksJie Zhou, Wei Xu2015 · 466 citations
  15. Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information RetrievalXiaodong Liu, Jianfeng Gao, Xiaodong He, et al.2015 · 466 citations
  16. GermaNet - a Lexical-Semantic Net for GermanBirgit Hamp, Helmut Feldweg1997 · 466 citations
  17. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
  18. The E2E Dataset: New Challenges For End-to-End GenerationJekaterina Novikova, Ondřej Dušek, Verena Rieser2017 · 465 citations
  19. Learning Synchronous Grammars for Semantic Parsing with Lambda CalculusYuk Wah Wong, Raymond Mooney2007 · 465 citations
  20. P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.2021 · 464 citations
  21. Joint Embedding of Words and Labels for Text ClassificationGuoyin Wang, Chunyuan Li, Wenlin Wang, et al.2018 · 464 citations
  22. Word-Sense Disambiguation Using Statistical MethodsPeter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, et al.1991 · 464 citations
  23. Deep Reinforcement Learning for Mention-Ranking Coreference ModelsKevin Clark, Christopher D. Manning2016 · 463 citations
  24. CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-XQinkai Zheng, Xiao Xia, Xu Zou, et al.2023 · 462 citations
  25. Findings of the 2015 Workshop on Statistical Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2015 · 462 citations
  26. A non-projective dependency parserPasi Tapanainen, Timo Jarvinen1997 · 462 citations
  27. Text-to-SQL Empowered by Large Language Models: A Benchmark EvaluationDawei Gao, Haibin Wang, Yaliang Li, et al.2023 · 461 citations
  28. From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersAnne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.2020 · 461 citations
  29. A Persona-Based Neural Conversation ModelJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 461 citations
  30. Distributional Semantics in TechnicolorElia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 461 citations
  31. Automatic Evaluation of Translation Quality for Distant Language PairsHideki Isozaki, Tsutomu Hirao, Kevin Duh, et al.2010 · 461 citations
  32. Pseudo-Projective Dependency ParsingJoakim Nivre, Jens Nilsson2005 · 461 citations
  33. SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific ArticlesSu Nam Kim, Olena Medelyan, Min-Yen Kan, et al.2010 · 460 citations
  34. Are All Languages Created Equal in Multilingual BERT?Shijie Wu, Mark Dredze2020 · 458 citations
  35. Graph-to-Sequence Learning using Gated Graph Neural NetworksDaniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 458 citations
  36. Emergent: a novel data-set for stance classificationWilliam Ferreira, Andreas Vlachos2016 · 458 citations
  37. Knowledge Graph and Text Jointly EmbeddingZhen Wang, Jianwen Zhang, Jianlin Feng, et al.2014 · 457 citations
  38. LinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 456 citations
  39. Learning Semantic Correspondences with Less SupervisionPercy Liang, Michael Jordan, Dan Klein2009 · 456 citations
  40. Agenda-Based User Simulation for Bootstrapping a POMDP Dialogue SystemJost Schatzmann, Blaise Thomson, Karl Weilhammer, et al.2007 · 456 citations
  41. Discourse Segmentation of Multi-Party ConversationMichel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.2003 · 455 citations
  42. MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question AnsweringAnkit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu2022 · 454 citations
  43. Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, et al.2019 · 454 citations
  44. Meta-Learning for Low-Resource Neural Machine TranslationJiatao Gu, Yong Wang, Yun Chen, et al.2018 · 454 citations
  45. Deep Keyphrase GenerationRui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 454 citations
  46. Bilingual Word Representations with Monolingual Quality in MindThang Luong, Hieu Pham, Christopher D. Manning2015 · 454 citations
  47. Tree-to-String Alignment Template for Statistical Machine TranslationYang Liu, Qun Liu, Shouxun Lin2006 · 454 citations
  48. Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel CorporaDekai Wu1997 · 454 citations
  49. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 453 citations
  50. Show your work: Scratchpads for intermediate computation with language models2021 · 452 citations
  51. Forest Rescoring: Faster Decoding with Integrated Language ModelsLiang Huang, David Chiang2007 · 452 citations
  52. Monolingual Machine Translation for Paraphrase GenerationChris Quirk, Chris Brockett, William Dolan2004 · 452 citations
  53. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
  54. SVMTool: A general POS Tagger Generator Based on Support Vector MachinesJesús Giménez, Lluís Màrquez2004 · 451 citations
  55. Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 450 citations
  56. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou2019 · 450 citations
  57. Neural Document Summarization by Jointly Learning to Score and Select SentencesQingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 450 citations
  58. Multi-Perspective Sentence Similarity Modeling with Convolutional Neural NetworksHua He, Kevin Gimpel, Jimmy Lin2015 · 450 citations
  59. Automatic Detection of Causal Relations for Question AnsweringRoxana Girju2003 · 450 citations
  60. A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsMichael Thelen, Ellen Riloff2002 · 449 citations
  61. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsChaoqun He, Renjie Luo, Yuzhuo Bai, et al.2024 · 448 citations
  62. LLM-Pruner: On the Structural Pruning of Large Language ModelsXinyin Ma, Gongfan Fang, Xinchao Wang2023 · 448 citations
  63. OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsSeungwhan Moon, Pararth Shah, Anuj Kumar, et al.2019 · 448 citations
  64. Context-Aware Neural Machine Translation Learns Anaphora ResolutionElena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 448 citations
  65. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  66. Reading Level Assessment Using Support Vector Machines and Statistical Language ModelsSarah Schwarm, Mari Ostendorf2005 · 447 citations
  67. GeDi: Generative Discriminator Guided Sequence GenerationBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021 · 446 citations
  68. FreeLB: Enhanced Adversarial Training for Natural Language UnderstandingChen Zhu, Yu Cheng, Zhe Gan, et al.2019 · 446 citations
  69. Modeling Joint Entity and Relation Extraction with Table RepresentationMakoto Miwa, Yutaka Sasaki2014 · 446 citations
  70. A Multi-Pass Sieve for Coreference ResolutionKarthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, et al.2010 · 446 citations
  71. Contrastive Estimation: Training Log-Linear Models on Unlabeled DataNoah A. Smith, Jason Eisner2005 · 446 citations
  72. FinGPT: Open-Source Financial Large Language ModelsHongyang Yang, Xiao-Yang Liu, Christina Dan Wang2023 · 445 citations
  73. Masked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 445 citations
  74. Finding Predominant Word Senses in Untagged TextDiana McCarthy, Rob Koeling, Julie Weeds, et al.2004 · 445 citations
  75. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
  76. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
  77. Pretrained Transformers Improve Out-of-Distribution RobustnessDan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 443 citations
  78. Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationSamuel Läubli, Rico Sennrich, Martin Volk2018 · 443 citations
  79. Findings of the 2013 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Chris Callison-Burch, et al.2013 · 443 citations
  80. Paraphrase-Driven Learning for Open Question AnsweringAnthony Fader, Luke Zettlemoyer, Oren Etzioni2013 · 443 citations
  81. SemEval-2007 Task-17: English Lexical Sample, SRL and All WordsSameer Pradhan, Edward Loper, Dmitriy Dligach, et al.2007 · 443 citations
  82. Automatic construction of a hypernym-labeled noun hierarchy from textSharon A. Caraballo1999 · 443 citations
  83. DECISION LISTS FOR LEXICAL AMBIGUITY RESOLUTION: Application to Accent Restoration in Spanish and FrenchDavid Yarowsky1994 · 443 citations
  84. The Faiss libraryMatthijs Douze, Alexandr Guzhva, Chengqi Deng, et al.2024 · 442 citations
  85. Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 442 citations
  86. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word EmbeddingsYan Song, Shuming Shi, Jing Li, et al.2018 · 442 citations
  87. An IR Approach for Translating New Words from Nonparallel, Comparable TextsPascale Fung, Lo Yuen Yee1998 · 442 citations
  88. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual ContextsPan Lu, Hritik Bansal, Tony Xia, et al.2023 · 441 citations
  89. Grammatical Category Disambiguation by Statistical OptimizationSteven J. DeRose1988 · 441 citations
  90. One Sense per CollocationDavid Yarowsky1993 · 440 citations
  91. Measuring Coding Challenge Competence With APPSDan Hendrycks, Steven Basart, Saurav Kadavath, et al.2021 · 439 citations
  92. Temporal Analysis of Language through Neural Language ModelsYoon Kim, Yi-I Chiu, Kentaro Hanaki, et al.2014 · 439 citations
  93. Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 438 citations
  94. Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar2018 · 437 citations
  95. SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsIsabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 437 citations
  96. Neural versus Phrase-Based Machine Translation Quality: a Case StudyLuisa Bentivogli, Arianna Bisazza, Mauro Cettolo, et al.2016 · 437 citations
  97. Arabic Dialect IdentificationOmar F. Zaidan, Chris Callison-Burch2014 · 437 citations
  98. The NomBank Project: An Interim ReportAdam Meyers, Ruth Reeves, Catherine Macleod, et al.2004 · 437 citations
  99. GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
  100. The Falcon Series of Open Language ModelsEbtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, et al.2023 · 436 citations

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