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🗣️ Language and Linguistics

9,206 papers · page 25 of 93 · 2326–2425 · 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 … 20 … 24 25 26 … 30 … 93

  1. Understanding the Difficulty of Training TransformersLiyuan Liu, Xiaodong Liu, Jianfeng Gao, et al.2020 · 228 citations
  2. Neural Machine Translation with Byte-Level SubwordsChanghan Wang, Kyunghyun Cho, Jiatao Gu2019 · 228 citations
  3. Text Segmentation as a Supervised Learning TaskOmri Koshorek, Adir Cohen, Noam Mor, et al.2018 · 228 citations
  4. Automatically Labeled Data Generation for Large Scale Event ExtractionYubo Chen, Shulin Liu, Xiang Zhang, et al.2017 · 228 citations
  5. Constraint-Based Question Answering with Knowledge GraphJunwei Bao, Nan Duan, Zhao Yan, et al.2016 · 228 citations
  6. Broad-coverage CCG Semantic Parsing with AMRYoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 228 citations
  7. Automatic Domain Adaptation for ParsingDavid McClosky, Eugene Charniak, Mark Johnson2010 · 228 citations
  8. Statistical Parsing with an Automatically-Extracted Tree Adjoining GrammarDavid Chiang2000 · 228 citations
  9. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelI-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
  10. Neural CRF Model for Sentence Alignment in Text SimplificationChao Jiang, Mounica Maddela, Wuwei Lan, et al.2020 · 227 citations
  11. SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 227 citations
  12. Findings of the Third Shared Task on Multimodal Machine TranslationLoïc Barrault, Fethi Bougares, Lucia Specia, et al.2018 · 227 citations
  13. Interpretation of Natural Language Rules in Conversational Machine ReadingMarzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 227 citations
  14. The University of Edinburgh's Neural MT Systems for WMT17Rico Sennrich, Alexandra Birch, Anna Currey, et al.2017 · 227 citations
  15. Sparse Overcomplete Word Vector RepresentationsManaal Faruqui, Yulia Tsvetkov, Dani Yogatama, et al.2015 · 227 citations
  16. SemEval-2007 Task 07: Coarse-Grained English All-Words TaskRoberto Navigli, Kenneth C. Litkowski, Orin Hargraves2007 · 227 citations
  17. Computational Interpretations of the Gricean Maxims in the Generation of Referring ExpressionsRobert Dale, Ehud Reiter1995 · 227 citations
  18. Tower: An Open Multilingual Large Language Model for Translation-Related TasksDuarte M. Alves, Jose Pombal, Nuno M. Guerreiro, et al.2024 · 226 citations
  19. A Language-Independent Neural Network for Event DetectionXiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
  20. Hybrid Simplification using Deep Semantics and Machine TranslationShashi Narayan, Claire Gardent2014 · 226 citations
  21. Baseline Defenses for Adversarial Attacks Against Aligned Language ModelsNeel Jain, Avi Schwarzschild, Yuxin Wen, et al.2023 · 225 citations
  22. Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument ExtractionYubo Ma, Zehao Wang, Yixin Cao, et al.2022 · 225 citations
  23. What learning algorithm is in-context learning? Investigations with linear modelsEkin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 225 citations
  24. Coreferential Reasoning Learning for Language RepresentationDeming Ye, Yankai Lin, Jiaju Du, et al.2020 · 225 citations
  25. Searching for Effective Neural Extractive Summarization: What Works and What's NextMing Zhong, Pengfei Liu, Danqing Wang, et al.2019 · 225 citations
  26. Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging TasksYonatan Belinkov, Lluis Marquez, Hassan Sajjad, et al.2017 · 225 citations
  27. MedAlpaca — An Open-Source Collection of Medical Conversational AI Models and Training DataTianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, et al.2023 · 224 citations
  28. Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought PromptingHaoyang Huang, Tianyi Tang, Dongdong Zhang, et al.2023 · 224 citations
  29. Overview of the TREC 2019 deep learning trackNick Craswell, Bhaskar Mitra, Emine Yilmaz, et al.2020 · 224 citations
  30. MTNT: A Testbed for Machine Translation of Noisy TextPaul Michel, Graham Neubig2018 · 224 citations
  31. Richer Event Description: Integrating event coreference with temporal, causal and bridging annotationTim O'Gorman, Kristin Wright-Bettner, Martha Palmer2016 · 224 citations
  32. Joint Determination of Anaphoricity and Coreference Resolution using Integer ProgrammingPascal Denis, Jason Baldridge2007 · 224 citations
  33. Parameter Estimation for Probabilistic Finite-State TransducersJason Eisner2002 · 224 citations
  34. BLEU might be Guilty but References are not InnocentMarkus Freitag, David Grangier, Isaac Caswell2020 · 223 citations
  35. Learning to Faithfully Rationalize by ConstructionSarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 223 citations
  36. Unsupervised Evaluation of Interactive Dialog with DialoGPTShikib Mehri, Maxine Eskenazi2020 · 223 citations
  37. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesElena Voita, Rico Sennrich, Ivan Titov2019 · 223 citations
  38. On Adversarial Examples for Character-Level Neural Machine TranslationJavid Ebrahimi, Daniel Lowd, Dejing Dou2018 · 223 citations
  39. MITRE at SemEval-2016 Task 6: Transfer Learning for Stance DetectionGuido Zarrella, Amy Marsh2016 · 223 citations
  40. Modeling Argument Strength in Student EssaysIsaac Persing, Vincent Ng2015 · 223 citations
  41. Improving Text Simplification Language Modeling Using Unsimplified Text DataDavid Kauchak2013 · 223 citations
  42. Unsupervised Models for Coreference ResolutionVincent Ng2008 · 223 citations
  43. Lexical Markup Framework (LMF)Gil Francopoulo, Monte George, Nicoletta Calzolari, et al.2006 · 223 citations
  44. Measuring Agreement on Set-valued Items (MASI) for Semantic and Pragmatic AnnotationRebecca Passonneau2006 · 223 citations
  45. Inducing a Semantically Annotated Lexicon via EM-Based ClusteringMats Rooth, Stefan Riezler, Detlef Prescher, et al.1999 · 223 citations
  46. A Polynomial-Time Algorithm for Statistical Machine TranslationDekai Wu1996 · 223 citations
  47. A Survey of Hallucination in Large Foundation ModelsVipula Rawte, Amit Sheth, Amitava Das2023 · 222 citations
  48. GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationQiao Jin, Yifan Yang, Qingyu Chen, et al.2023 · 222 citations
  49. How Language Model Hallucinations Can SnowballMuru Zhang, Ofir Press, William Merrill, et al.2023 · 222 citations
  50. Specializing Smaller Language Models towards Multi-Step ReasoningYao Fu, Hao Peng, Litu Ou, et al.2023 · 222 citations
  51. ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 222 citations
  52. GLUECoS: An Evaluation Benchmark for Code-Switched NLPSimran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
  53. SLURP: A Spoken Language Understanding Resource PackageEmanuele Bastianelli, Andrea Vanzo, Pawel Swietojanski, et al.2020 · 222 citations
  54. Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine TranslationMarcin Junczys-Dowmunt2019 · 222 citations
  55. Text Readability Assessment for Second Language LearnersMenglin Xia, Ekaterina Kochmar, Ted Briscoe2016 · 222 citations
  56. Putting it Simply: a Context-Aware Approach to Lexical SimplificationOr Biran, Samuel Brody, Noémie Elhadad2011 · 222 citations
  57. HoVer: A Dataset for Many-Hop Fact Extraction And Claim VerificationYichen Jiang, Shikha Bordia, Zheng Zhong, et al.2020 · 221 citations
  58. Reasoning Over Semantic-Level Graph for Fact CheckingWanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 221 citations
  59. Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 221 citations
  60. Visualizing and Understanding the Effectiveness of BERTYaru Hao, Li Dong, Furu Wei, et al.2019 · 221 citations
  61. Few-Shot Charge Prediction with Discriminative Legal AttributesZikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
  62. Towards String-To-Tree Neural Machine TranslationRoee Aharoni, Yoav Goldberg2017 · 221 citations
  63. Unsupervised Multilingual Learning for Morphological SegmentationBenjamin Snyder, Regina Barzilay2008 · 221 citations
  64. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsSeungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 220 citations
  65. Med-HALT: Medical Domain Hallucination Test for Large Language ModelsAnkit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu2023 · 220 citations
  66. Steering Language Models With Activation EngineeringAlexander Matt Turner, Lisa Thiergart, Gavin Leech, et al.2023 · 220 citations
  67. Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' AlignmentYang Liu; Yuanshun Yao; Jean-Francois Ton; Xiaoying Zhang; Ruocheng Guo; Hao Cheng; Yegor Klochkov; Muhammad Faaiz Taufiq;, Hang Li2023 · 220 citations
  68. Self-critiquing models for assisting human evaluatorsWilliam Saunders, Catherine Yeh, Jeff Wu, et al.2022 · 220 citations
  69. Transformer Memory as a Differentiable Search IndexYi Tay, Vinh Q. Tran, Mostafa Dehghani, et al.2022 · 220 citations
  70. Generating Fact Checking ExplanationsPepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 220 citations
  71. Neural Latent Extractive Document SummarizationXingxing Zhang, Mirella Lapata, Furu Wei, et al.2018 · 220 citations
  72. Loosely Tree-Based Alignment for Machine TranslationDaniel Gildea2003 · 220 citations
  73. NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding ModelsChankyu Lee, Rajarshi Roy, Mengyao Xu, et al.2024 · 219 citations
  74. Two Contrasting Data Annotation Paradigms for Subjective NLP TasksPaul Röttger, Bertie Vidgen, Dirk Hovy, et al.2022 · 219 citations
  75. Multilingual Translation from Denoising Pre-TrainingYuqing Tang, Chau Tran, Xian Li, et al.2021 · 219 citations
  76. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  77. Factual Error Correction for Abstractive Summarization ModelsMeng Cao, Yue Dong, Jiapeng Wu, et al.2020 · 219 citations
  78. Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou, Hai Zhao2019 · 219 citations
  79. The MADAR Shared Task on Arabic Fine-Grained Dialect IdentificationHouda Bouamor, Sabit Hassan, Nizar Habash2019 · 219 citations
  80. Probing for semantic evidence of composition by means of simple classification tasksAllyson Ettinger, Ahmed Elgohary, Philip Resnik2016 · 219 citations
  81. Joint prediction in MST-style discourse parsing for argumentation miningAndreas Peldszus, Manfred Stede2015 · 219 citations
  82. Solving Geometry Problems: Combining Text and Diagram InterpretationMinjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, et al.2015 · 219 citations
  83. Qwen2.5-Omni Technical ReportJin Xu, Zhifang Guo, Jinzheng He, et al.2025 · 218 citations
  84. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
  85. SciREX: A Challenge Dataset for Document-Level Information ExtractionSarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 218 citations
  86. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
  87. What Happens To BERT Embeddings During Fine-tuning?Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 218 citations
  88. Modelling Sarcasm in Twitter, a Novel ApproachFrancesco Barbieri, Horacio Saggion, Francesco Ronzano2014 · 218 citations
  89. Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity RecognitionJana Straková, Milan Straka, Jan Hajič2014 · 218 citations
  90. Automatically Evaluating Text Coherence Using Discourse RelationsZiheng Lin, Hwee Tou Ng, Min-Yen Kan2011 · 218 citations
  91. Distilling Reasoning Capabilities into Smaller Language ModelsKumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan2023 · 217 citations
  92. Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language ModelsNeha Sengupta, Sunil Kumar Sahu, Bokang Jia, et al.2023 · 217 citations
  93. FOLIO: Natural Language Reasoning with First-Order LogicSimeng Han, Hailey Schoelkopf, Yilun Zhao, et al.2022 · 217 citations
  94. SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language ProcessingJunyi Ao, Rui Wang, Long Zhou, et al.2022 · 217 citations
  95. Structured Pruning Learns Compact and Accurate ModelsMengzhou Xia, Zexuan Zhong, Danqi Chen2022 · 217 citations
  96. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsBill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 217 citations
  97. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 217 citations
  98. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  99. YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available ResourcesChi-kiu Lo2019 · 217 citations
  100. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsIvan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 217 citations

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