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🗣️ Language and Linguistics

9,206 papers · page 11 of 93 · 926–1025 · 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)

1 … 10 11 12 … 20 … 93

  1. Recursive Neural Conditional Random Fields for Aspect-based Sentiment AnalysisWenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, et al.2016 · 515 citations
  2. Probing Classifiers: Promises, Shortcomings, and AdvancesYonatan Belinkov2022 · 514 citations
  3. GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation ExtractionTsu-Jui Fu, Peng-Hsuan Li, Wei-Yun Ma2019 · 514 citations
  4. Learning Gender-Neutral Word EmbeddingsJieyu Zhao, Yichao Zhou, Zeyu Li, et al.2018 · 514 citations
  5. An Unsupervised Approach to Recognizing Discourse RelationsDaniel Marcu, Abdessamad Echihabi2002 · 514 citations
  6. Baichuan 2: Open Large-scale Language ModelsAiyuan Yang, Bin Xiao, Bingning Wang, et al.2023 · 513 citations
  7. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
  8. MLS: A Large-Scale Multilingual Dataset for Speech ResearchVineel Pratap, Qiantong Xu, Anuroop Sriram, et al.2020 · 512 citations
  9. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksJi Young Lee, Franck Dernoncourt2016 · 512 citations
  10. FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 511 citations
  11. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingThibault Formal, Benjamin Piwowarski, Stéphane Clinchant2021 · 511 citations
  12. The LAMBADA dataset: Word prediction requiring a broad discourse contextDenis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 511 citations
  13. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?Christopher D. Manning2011 · 511 citations
  14. What is the Jeopardy Model? A Quasi-Synchronous Grammar for QAMengqiu Wang, Noah A. Smith, Teruko Mitamura2007 · 510 citations
  15. Towards Expert-Level Medical Question Answering with Large Language ModelsKaran Singhal, Tao Tu, Juraj Gottweis, et al.2023 · 509 citations
  16. Jointly Multiple Events Extraction via Attention-based Graph Information AggregationXiao Liu, Zhunchen Luo, Heyan Huang2018 · 509 citations
  17. TabFact: A Large-scale Dataset for Table-based Fact VerificationWenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 508 citations
  18. A Discriminative Graph-Based Parser for the Abstract Meaning RepresentationJeffrey Flanigan, Sam Thomson, Jaime Carbonell, et al.2014 · 508 citations
  19. A Structured Vector Space Model for Word Meaning in ContextKatrin Erk, Sebastian Padó2008 · 508 citations
  20. Empirical Methods for Compound SplittingPhilipp Koehn, Kevin Knight2003 · 508 citations
  21. Farasa: A Fast and Furious Segmenter for ArabicAhmed Abdelali, Kareem Darwish, Nadir Durrani, et al.2016 · 507 citations
  22. Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared TaskHeeyoung Lee, Yves Peirsman, Angel Chang, et al.2011 · 507 citations
  23. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingYushi Bai, Xin Lv, Jiajie Zhang, et al.2023 · 506 citations
  24. Marian: Fast Neural Machine Translation in C++Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, et al.2018 · 506 citations
  25. OpenAssistant Conversations — Democratizing Large Language Model AlignmentAndreas Köpf, Yannic Kilcher, Dimitri von Rütte, et al.2023 · 505 citations
  26. Sentiment Analysis in the Era of Large Language Models: A Reality CheckWenxuan Zhang, Yue Deng, Bing Liu, et al.2023 · 505 citations
  27. Gender Bias in Contextualized Word EmbeddingsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 505 citations
  28. Improving Statistical Machine Translation Using Word Sense DisambiguationMarine Carpuat, Dekai Wu2007 · 505 citations
  29. Chinese Word Segmentation as Character TaggingNianwen Xue2003 · 505 citations
  30. Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based ApproachHwee Tou Ng, Hian Beng Lee1996 · 505 citations
  31. FLAT: Chinese NER Using Flat-Lattice TransformerXiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 504 citations
  32. ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsJohn Wieting, Kevin Gimpel2018 · 504 citations
  33. Two/Too Simple Adaptations of Word2Vec for Syntax ProblemsWang Ling, Chris Dyer, Alan W. Black, et al.2015 · 504 citations
  34. Inducing Crosslingual Distributed Representations of WordsAlexandre Klementiev, Ivan Titov, Binod Bhattarai2012 · 504 citations
  35. The Second Release of the RASP SystemTed Briscoe, John Carroll, Rebecca Watson2006 · 504 citations
  36. Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong, et al.2024 · 503 citations
  37. Named Entity Recognition without GazetteersAndrei Mikheev, Marc Moens, Claire Grover1999 · 502 citations
  38. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 501 citations
  39. MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based FormalismsAida Amini, Saadia Gabriel, Shanchuan Lin, et al.2019 · 501 citations
  40. Neural Text Generation with Unlikelihood TrainingSean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 499 citations
  41. Aspect-Level Sentiment Analysis Via Convolution over Dependency TreeKai Sun, Richong Zhang, Samuel Mensah, et al.2019 · 498 citations
  42. Few-shot Learning with Multilingual Language ModelsXi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.2021 · 497 citations
  43. Shallow Semantic Parsing using Support Vector MachinesSameer S. Pradhan, Wayne H. Ward, Kadri Hacioglu, et al.2004 · 497 citations
  44. I don't believe in word sensesAdam Kilgarriff1997 · 497 citations
  45. Learned in Translation: Contextualized Word VectorsBryan McCann, James Bradbury, Caiming Xiong, et al.2017 · 496 citations
  46. Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 496 citations
  47. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 495 citations
  48. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 495 citations
  49. Learning Natural Language Inference with LSTMShuohang Wang, Jing Jiang2016 · 495 citations
  50. Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsWeiwei Sun, Lingyong Yan, Xinyu Ma, et al.2023 · 494 citations
  51. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data TasksJason Phang, Thibault Févry, Samuel R. Bowman2018 · 493 citations
  52. Multi-Prototype Vector-Space Models of Word MeaningJoseph Reisinger, Raymond J. Mooney2010 · 492 citations
  53. Using Predicate-Argument Structures for Information ExtractionMihai Surdeanu, Sanda Harabagiu, John Williams, et al.2003 · 492 citations
  54. On building a more efficient grammar by exploiting typesDan Flickinger2000 · 492 citations
  55. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 491 citations
  56. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 490 citations
  57. Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 490 citations
  58. BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 490 citations
  59. A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier, et al.2017 · 490 citations
  60. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  61. Phi-4 Technical ReportMarah Abdin, Jyoti Aneja, Harkirat Behl, et al.2024 · 489 citations
  62. BBQ: A hand-built bias benchmark for question answeringAlicia Parrish, Angelica Chen, Nikita Nangia, et al.2022 · 488 citations
  63. ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 488 citations
  64. Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 488 citations
  65. PCFG Models of Linguistic Tree RepresentationsMark Johnson1998 · 488 citations
  66. Texygen: A Benchmarking Platform for Text Generation ModelsYaoming Zhu, Sidi Lu, Lei Zheng, et al.2018 · 487 citations
  67. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue SystemsRyan Lowe, Nissan Pow, Iulian Serban, et al.2015 · 486 citations
  68. Discovering Relations among Named Entities from Large CorporaTakaaki Hasegawa, Satoshi Sekine, Ralph Grishman2004 · 486 citations
  69. Named Entity Recognition through Classifier CombinationRadu Florian, Abe Ittycheriah, Hongyan Jing, et al.2003 · 486 citations
  70. What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
  71. Word Sense Disambiguation: A Unified Evaluation Framework and Empirical ComparisonAlessandro Raganato, Jose Camacho-Collados, Roberto Navigli2017 · 484 citations
  72. Learning Multilingual Subjective Language via Cross-Lingual ProjectionsRada Mihalcea, Carmen Banea, Janyce Wiebe2007 · 484 citations
  73. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.2020 · 483 citations
  74. Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsNanyun Peng, Mark Dredze2015 · 483 citations
  75. Part-of-Speech Tagging Guidelines for the Penn Treebank Project (3rd Revision)Beatrice Santorini1990 · 483 citations
  76. Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 482 citations
  77. REPLUG: Retrieval-Augmented Black-Box Language ModelsWeijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 482 citations
  78. Experiments in Domain Adaptation for Statistical Machine TranslationPhilipp Koehn, Josh Schroeder2007 · 482 citations
  79. HateBERT: Retraining BERT for Abusive Language Detection in EnglishTommaso Caselli, Valerio Basile, Jelena Mitrović, et al.2021 · 481 citations
  80. Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
  81. Legal Judgment Prediction via Topological LearningHaoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
  82. The Reliability of a Dialogue Structure Coding SchemeJean Carletta, Amy Isard, Stephen Isard, et al.1997 · 480 citations
  83. GLaM: Efficient Scaling of Language Models with Mixture-of-ExpertsNan Du, Yanping Huang, Andrew M. Dai, et al.2021 · 479 citations
  84. ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
  85. ARBERT & MARBERT: Deep Bidirectional Transformers for ArabicMuhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi2021 · 478 citations
  86. UDPipe: Trainable Pipeline for Processing CoNLL-U Files Performing Tokenization, Morphological Analysis, POS Tagging and ParsingMilan Straka, Jan Hajič, Jana Straková2016 · 478 citations
  87. Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 477 citations
  88. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
  89. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
  90. Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
  91. DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureEric Mitchell, Yoonho Lee, Alexander Khazatsky, et al.2023 · 475 citations
  92. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, et al.2020 · 474 citations
  93. Syntax Augmented Machine Translation via Chart ParsingAndreas Zollmann, Ashish Venugopal2006 · 474 citations
  94. A Maximum Entropy Approach to Identifying Sentence BoundariesJeffrey C. Reynar, Adwait Ratnaparkhi1997 · 474 citations
  95. Inference-Time Intervention: Eliciting Truthful Answers from a Language ModelKenneth Li, Oam Patel, Fernanda Viegas, et al.2023 · 473 citations
  96. An Unsupervised Neural Attention Model for Aspect ExtractionRuidan He, Wee Sun Lee, Hwee Tou Ng, et al.2017 · 473 citations
  97. What to do about bad language on the internetJacob Eisenstein2013 · 472 citations
  98. A Simple and Effective Hierarchical Phrase Reordering ModelMichel Galley, Christopher D. Manning2008 · 472 citations
  99. Learning to Generate Reviews and Discovering SentimentAlec Radford, Rafal Jozefowicz, Ilya Sutskever2017 · 471 citations
  100. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 471 citations

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