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🗣️ Language and Linguistics

9,206 papers · page 15 of 93 · 1326–1425 · 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. Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 384 citations
  2. Enhancing Chat Language Models by Scaling High-quality Instructional ConversationsNing Ding, Yulin Chen, Bokai Xu, et al.2023 · 383 citations
  3. Query Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 383 citations
  4. Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 383 citations
  5. A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language ModelLibin Shen, Jinxi Xu, Ralph Weischedel2008 · 383 citations
  6. Open Sesame: Getting inside BERT's Linguistic KnowledgeYongjie Lin, Yi Chern Tan, Robert Frank2019 · 382 citations
  7. English Conversational Telephone Speech Recognition by Humans and MachinesGeorge Saon, Gakuto Kurata, Tom Sercu, et al.2017 · 382 citations
  8. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
  9. Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 382 citations
  10. Tokenization as the Initial Phase in NLPJonathan J. Webster, Chunyu Kit1992 · 382 citations
  11. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  12. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question ComplexitySoyeong Jeong, Jinheon Baek, Sukmin Cho, et al.2024 · 381 citations
  13. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyZhihong Shao, Yeyun Gong, Yelong Shen, et al.2023 · 381 citations
  14. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 381 citations
  15. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionSheng Zhang, Xiaodong Liu, Jingjing Liu, et al.2018 · 381 citations
  16. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 380 citations
  17. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 380 citations
  18. Chinese Poetry Generation with Recurrent Neural NetworksXingxing Zhang, Mirella Lapata2014 · 380 citations
  19. A fully Bayesian approach to unsupervised part-of-speech taggingSharon Goldwater, Tom Griffiths2007 · 380 citations
  20. A Joint Source-Channel Model for Machine TransliterationHaizhou Li, Min Zhang, Jian Su2004 · 380 citations
  21. Tulu 3: Pushing Frontiers in Open Language Model Post-TrainingNathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.2024 · 379 citations
  22. Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 379 citations
  23. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  24. Towards General Text Embeddings with Multi-stage Contrastive LearningZehan Li, Xin Zhang, Yanzhao Zhang, et al.2023 · 378 citations
  25. FastBERT: a Self-distilling BERT with Adaptive Inference TimeWeijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 378 citations
  26. A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations
  27. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 377 citations
  28. Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksYao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 377 citations
  29. Neural Machine Translation with Extended ContextJörg Tiedemann, Yves Scherrer2017 · 377 citations
  30. From Paraphrase Database to Compositional Paraphrase Model and BackJohn Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 377 citations
  31. Extracting Relations with Integrated Information Using Kernel MethodsShubin Zhao, Ralph Grishman2005 · 377 citations
  32. Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
  33. Editing Models with Task ArithmeticGabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 376 citations
  34. Transformers as Soft Reasoners over LanguagePeter Clark, Oyvind Tafjord, Kyle Richardson2020 · 376 citations
  35. Multilingual Models for Compositional Distributed SemanticsKarl Moritz Hermann, Phil Blunsom2014 · 376 citations
  36. A Scalable Global Model for SummarizationDan Gillick, Benoit Favre2009 · 376 citations
  37. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  38. CAIL2018: A Large-Scale Legal Dataset for Judgment PredictionChaojun Xiao, Haoxi Zhong, Zhipeng Guo, et al.2018 · 375 citations
  39. TopicRank: Graph-Based Topic Ranking for Keyphrase ExtractionAdrien Bougouin, Florian Boudin, Béatrice Daille2013 · 375 citations
  40. Crowdsourcing Translation: Professional Quality from Non-ProfessionalsOmar F. Zaidan, Chris Callison-Burch2011 · 375 citations
  41. Probabilistic CFG with Latent AnnotationsTakuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii2005 · 375 citations
  42. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersPradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 374 citations
  43. cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation ModelsChris Dyer, Adam Lopez, Juri Ganitkevitch, et al.2010 · 374 citations
  44. CogVLM: Visual Expert for Pretrained Language ModelsWeihan Wang, Qingsong Lv, Wenmeng Yu, et al.2023 · 373 citations
  45. JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesŽeljko Agić, Ivan Vulić2019 · 373 citations
  46. A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and ApplicationsPranab Sahoo; Ayush Kumar Singh; Sriparna Saha; Vinija Jain; Samrat Mondal;, Aman Chadha2024 · 372 citations
  47. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 372 citations
  48. What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 372 citations
  49. Boosting Named Entity Recognition with Neural Character EmbeddingsCícero dos Santos, Victor Guimarães2015 · 372 citations
  50. Contextual Dependencies in Unsupervised Word SegmentationSharon Goldwater, Thomas L. Griffiths, Mark Johnson2006 · 372 citations
  51. SemEval-2020 Task 11: Detection of Propaganda Techniques in News ArticlesGiovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, et al.2020 · 371 citations
  52. Improving Lexical Embeddings with Semantic KnowledgeMo Yu, Mark Dredze2014 · 371 citations
  53. Learning for Semantic Parsing with Statistical Machine TranslationYuk Wah Wong, Raymond Mooney2006 · 371 citations
  54. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningLiangming Pan, Alon Albalak, Xinyi Wang, et al.2023 · 370 citations
  55. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionYaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
  56. Heterogeneous Graph Neural Networks for Extractive Document SummarizationDanqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 370 citations
  57. Position-Aware Tagging for Aspect Sentiment Triplet ExtractionLu Xu, Hao Li, Wei Lu, et al.2020 · 370 citations
  58. Massively Multilingual Neural Machine TranslationRoee Aharoni, Melvin Johnson, Orhan Firat2019 · 370 citations
  59. Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
  60. Metaphor Detection with Cross-Lingual Model TransferYulia Tsvetkov, Leonid Boytsov, Anatole Gershman, et al.2014 · 370 citations
  61. The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language TextRichárd Farkas, Veronika Vincze, György Móra, et al.2010 · 370 citations
  62. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 369 citations
  63. Training Tips for the Transformer ModelMartin Popel, Ondřej Bojar2018 · 369 citations
  64. Political Ideology Detection Using Recursive Neural NetworksMohit Iyyer, Peter Enns, Jordan Boyd-Graber, et al.2014 · 369 citations
  65. Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
  66. Large Language Models Are Reasoning TeachersNamgyu Ho, Laura Schmid, Se-Young Yun2023 · 368 citations
  67. VILA: On Pre-training for Visual Language ModelsJi Lin, Hongxu Yin, Wei Ping, et al.2023 · 368 citations
  68. An Analysis of Encoder Representations in Transformer-Based Machine TranslationAlessandro Raganato, Jörg Tiedemann2018 · 368 citations
  69. Improving the Transformer Translation Model with Document-Level ContextJiacheng Zhang, Huanbo Luan, Maosong Sun, et al.2018 · 368 citations
  70. Pointwise Prediction for Robust, Adaptable Japanese Morphological AnalysisGraham Neubig, Yosuke Nakata, Shinsuke Mori2011 · 368 citations
  71. An Evaluation Tool for Machine Translation: Fast Evaluation for MT ResearchSonja Nießen, Franz Josef Och, Gregor Leusch, et al.2000 · 368 citations
  72. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2016 · 367 citations
  73. A Survey on Large Language Models for Code GenerationJuyong Jiang, Fan Wang, Jiasi Shen, et al.2024 · 366 citations
  74. Augmented Language Models: a SurveyGrégoire Mialon, Roberto Dessì, Maria Lomeli, et al.2023 · 366 citations
  75. WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-InstructHaipeng Luo, Qingfeng Sun, Can Xu, et al.2023 · 366 citations
  76. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceFederico Bianchi, Silvia Terragni, Dirk Hovy2021 · 366 citations
  77. Name Tagging with Word Clusters and Discriminative TrainingScott Miller, Jethran Guinness, Alex Zamanian2004 · 366 citations
  78. The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language ModelsGo Inoue, Bashar Alhafni, Nurpeiis Baimukan, et al.2021 · 365 citations
  79. GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeLuyao Huang, Chi Sun, Xipeng Qiu, et al.2019 · 365 citations
  80. Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringFei Dong, Yue Zhang, Jie Yang2017 · 365 citations
  81. The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
  82. Identifying and Reducing Gender Bias in Word-Level Language ModelsShikha Bordia, Samuel R. Bowman2019 · 364 citations
  83. Combining Language and Vision with a Multimodal Skip-gram ModelAngeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 364 citations
  84. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivre2012 · 364 citations
  85. Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 363 citations
  86. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 363 citations
  87. The AI Scientist: Towards Fully Automated Open-Ended Scientific DiscoveryChris Lu, Cong Lu, Robert Tjarko Lange, et al.2024 · 362 citations
  88. Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationShengding Hu, Ning Ding, Huadong Wang, et al.2022 · 362 citations
  89. Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 362 citations
  90. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 361 citations
  91. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
  92. A Statistical Model for Domain-Independent Text SegmentationMasao Utiyama, Hitoshi Isahara2001 · 361 citations
  93. BERTje: A Dutch BERT ModelWietse de Vries, Andreas van Cranenburgh, Arianna Bisazza, et al.2019 · 360 citations
  94. Visual Attention Model for Name Tagging in Multimodal Social MediaDi Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 360 citations
  95. emoji2vec: Learning Emoji Representations from their DescriptionBen Eisner, Tim Rocktäschel, Isabelle Augenstein, et al.2016 · 360 citations
  96. Maximum Entropy Based Phrase Reordering Model for Statistical Machine TranslationDeyi Xiong, Qun Liu, Shouxun Lin2006 · 360 citations
  97. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 359 citations
  98. Adversarial Training for Unsupervised Bilingual Lexicon InductionMeng Zhang, Yang Liu, Huanbo Luan, et al.2017 · 359 citations
  99. Question Answering on Freebase via Relation Extraction and Textual EvidenceKun Xu, Siva Reddy, Yansong Feng, et al.2016 · 359 citations
  100. The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations

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