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🗣️ Language and Linguistics

9,206 papers · page 5 of 93 · 326–425 · 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

1 … 4 5 6 … 10 … 93

  1. On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,172 citations
  2. Modeling Context in Referring ExpressionsLicheng Yu, Patrick Poirson, Shan Yang, et al.2016 · 1,168 citations
  3. Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,164 citations
  4. PubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.2019 · 1,160 citations
  5. Least-to-most prompting enables complex reasoning in large language models2022 · 1,148 citations
  6. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. Manning2008 · 1,144 citations
  7. BERTweet: A pre-trained language model for English TweetsDat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen2020 · 1,142 citations
  8. Program Synthesis with Large Language ModelsJacob Austin, Augustus Odena, Maxwell Nye, et al.2021 · 1,139 citations
  9. StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,132 citations
  10. WikiQA: A Challenge Dataset for Open-Domain Question AnsweringYi Yang, Wen-tau Yih, Christopher Meek2015 · 1,129 citations
  11. MASS: Masked Sequence to Sequence Pre-training for Language GenerationKaitao Song, Xu Tan, Tao Qin, et al.2019 · 1,127 citations
  12. Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationSida Wang, Christopher Manning2012 · 1,127 citations
  13. It's Not Just Size That Matters: Small Language Models Are Also Few-Shot LearnersTimo Schick, Hinrich Schütze2021 · 1,122 citations
  14. A Study on Similarity and Relatedness Using Distributional and WordNet-based ApproachesEneko Agirre, Enrique Alfonseca, Keith Hall, et al.2009 · 1,122 citations
  15. Recurrent Attention Network on Memory for Aspect Sentiment AnalysisPeng Chen, Zhongqian Sun, Lidong Bing, et al.2017 · 1,117 citations
  16. Prompt Programming for Large Language Models: Beyond the Few-Shot ParadigmLaria Reynolds, Kyle McDonell2021 · 1,115 citations
  17. Very Deep Convolutional Networks for Text ClassificationAlexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,115 citations
  18. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your PhoneMarah Abdin, Jyoti Aneja, Hany Awadalla, et al.2024 · 1,113 citations
  19. SemEval-2012 Task 6: A Pilot on Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2012 · 1,113 citations
  20. MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language ModelsDeyao Zhu, Jun Chen, Xiaoqian Shen, et al.2023 · 1,106 citations
  21. Generating Natural Language Adversarial ExamplesMoustafa Alzantot, Yash Sharma, Ahmed Elgohary, et al.2018 · 1,104 citations
  22. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingDiego Marcheggiani, Ivan Titov2017 · 1,104 citations
  23. OpenSubtitles2016: Extracting Large Parallel Corpora from Movie and TV SubtitlesPierre Lison, Jörg Tiedemann2016 · 1,099 citations
  24. Improved Automatic Keyword Extraction Given More Linguistic KnowledgeAnette Hulth2003 · 1,098 citations
  25. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,096 citations
  26. NewsQA: A Machine Comprehension DatasetAdam Trischler, Tong Wang, Xingdi Yuan, et al.2017 · 1,093 citations
  27. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush2016 · 1,091 citations
  28. A SICK cure for the evaluation of compositional distributional semantic modelsMarco Marelli, Stefano Menini, Marco Baroni, et al.2014 · 1,090 citations
  29. Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech TaggerKristina Toutanova, Christopher D. Manning2000 · 1,083 citations
  30. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsYifan Peng, Shankai Yan, Zhiyong Lu2019 · 1,082 citations
  31. Lexical Cohesion Computed by Thesaural relations as an indicator of the structure of textJane Morris, Graeme Hirst1991 · 1,081 citations
  32. Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,074 citations
  33. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,074 citations
  34. CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotesSameer Pradhan, Alessandro Moschitti, Nianwen Xue, et al.2012 · 1,066 citations
  35. OpenAI o1 System CardOpenAI, Aaron Jaech, Adam Kalai, et al.2024 · 1,065 citations
  36. A Survey on Multimodal Large Language ModelsShukang Yin, Chaoyou Fu, Sirui Zhao, et al.2023 · 1,062 citations
  37. QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,062 citations
  38. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,058 citations
  39. The Penn Treebank: Annotating Predicate Argument StructureMitchell Marcus, Grace Kim, Mary Ann Marcinkiewicz, et al.1994 · 1,056 citations
  40. A Model-Theoretic Coreference Scoring SchemeMarc Vilain, John Burger, John Aberdeen, et al.1995 · 1,055 citations
  41. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,054 citations
  42. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningWenliang Dai, Junnan Li, Dongxu Li, et al.2023 · 1,051 citations
  43. Quantifying Attention Flow in TransformersSamira Abnar, Willem Zuidema2020 · 1,051 citations
  44. Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionYuhao Zhang, Peng Qi, Christopher D. Manning2018 · 1,049 citations
  45. Three Generative, Lexicalised Models for Statistical ParsingMichael Collins1997 · 1,046 citations
  46. GPT Understands, TooXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,045 citations
  47. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang, et al.2024 · 1,035 citations
  48. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,031 citations
  49. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,026 citations
  50. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsWeijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,025 citations
  51. Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013 · 1,024 citations
  52. Finite-State Transducers in Language and Speech ProcessingMehryar Mohri1997 · 1,023 citations
  53. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,022 citations
  54. MTEB: Massive Text Embedding BenchmarkNiklas Muennighoff, Nouamane Tazi, Loïc Magne, et al.2022 · 1,021 citations
  55. A Syntax-based Statistical Translation ModelKenji Yamada, Kevin Knight2001 · 1,019 citations
  56. Linguistic Knowledge and Transferability of Contextual RepresentationsNelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,015 citations
  57. K-BERT: Enabling Language Representation with Knowledge GraphWeijie Liu, Peng Zhou, Zhe Zhao, et al.2019 · 1,014 citations
  58. P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.2022 · 1,013 citations
  59. GQA: Training Generalized Multi-Query Transformer Models from Multi-Head CheckpointsJoshua Ainslie, James Lee-Thorp, Michiel de Jong, et al.2023 · 1,012 citations
  60. Emotions Evoked by Common Words and Phrases: Using Mechanical Turk to Create an Emotion LexiconSaif Mohammad, Peter Turney2010 · 1,010 citations
  61. The CoNLL 2007 Shared Task on Dependency ParsingJoakim Nivre, Johan Hall, Sandra Kübler, et al.2007 · 1,010 citations
  62. A Theoretically Grounded Application of Dropout in Recurrent Neural NetworksYarin Gal, Zoubin Ghahramani2015 · 1,009 citations
  63. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesZhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,007 citations
  64. Predicting Pragmatic Reasoning in Language GamesMichael C. Frank, Noah D. Goodman2012 · 1,007 citations
  65. Introduction to the Special Issue on the Web as CorpusAdam Kilgarriff, Gregory Grefenstette2003 · 1,007 citations
  66. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsWenqi Fan; Yujuan Ding; Liangbo Ning; Shijie Wang; Hengyun Li; Dawei Yin; Tat-Seng Chua;, Qing Li2024 · 1,006 citations
  67. Attention is not ExplanationSarthak Jain, Byron C. Wallace2019 · 1,005 citations
  68. On Using Very Large Target Vocabulary for Neural Machine TranslationSébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.2015 · 1,005 citations
  69. Neural Summarization by Extracting Sentences and WordsJianpeng Cheng, Mirella Lapata2016 · 1,004 citations
  70. Big Bird: Transformers for Longer SequencesManzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.2020 · 1,002 citations
  71. Dependency Tree Kernels for Relation ExtractionAron Culotta, Jeffrey Sorensen2004 · 999 citations
  72. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 995 citations
  73. Using Lexical Chains for Text SummarizationRegina Barzilay, Michael Elhadad1997 · 992 citations
  74. Unsupervised Models for Named Entity ClassificationMichael Collins, Yoram Singer1999 · 991 citations
  75. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 990 citations
  76. Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 990 citations
  77. ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 984 citations
  78. Using Encyclopedic Knowledge for Named entity DisambiguationRazvan Bunescu, Marius Paşca2006 · 979 citations
  79. PaLM 2 Technical ReportRohan Anil, Andrew M. Dai, Orhan Firat, et al.2023 · 977 citations
  80. Solving Quantitative Reasoning Problems with Language ModelsAitor Lewkowycz, Anders Andreassen, David Dohan, et al.2022 · 975 citations
  81. Learning surface text patterns for a Question Answering SystemDeepak Ravichandran, Eduard Hovy2002 · 972 citations
  82. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 971 citations
  83. Style Transfer from Non-Parallel Text by Cross-AlignmentTianxiao Shen, Tao Lei, Regina Barzilay, et al.2017 · 971 citations
  84. Effective Use of Word Order for Text Categorization with Convolutional Neural NetworksRie Johnson, Tong Zhang2015 · 970 citations
  85. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 966 citations
  86. PPDB: The Paraphrase DatabaseJuri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch2013 · 965 citations
  87. GPQA: A Graduate-Level Google-Proof Q&A BenchmarkDavid Rein, Betty Li Hou, Asa Cooper Stickland, et al.2023 · 964 citations
  88. A Survey on In-context LearningQingxiu Dong, Lei Li, Damai Dai, et al.2023 · 959 citations
  89. ERNIE: Enhanced Representation through Knowledge IntegrationYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 958 citations
  90. TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationFrancesco Barbieri, Jose Camacho-Collados, Leonardo Neves, et al.2020 · 952 citations
  91. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
  92. Retrieving Collocations from Text: XtractFrank Smadja1993 · 952 citations
  93. Universal and Transferable Adversarial Attacks on Aligned Language ModelsAndy Zou, Zifan Wang, Nicholas Carlini, et al.2023 · 951 citations
  94. AdapterFusion: Non-Destructive Task Composition for Transfer LearningJonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.2020 · 950 citations
  95. One Billion Word Benchmark for Measuring Progress in Statistical Language ModelingCiprian Chelba, Tomas Mikolov, Mike Schuster, et al.2013 · 949 citations
  96. MPNet: Masked and Permuted Pre-training for Language UnderstandingKaitao Song, Xu Tan, Tao Qin, et al.2020 · 948 citations
  97. Visualizing and Understanding Recurrent NetworksAndrej Karpathy, Justin Johnson, Li Fei-Fei2015 · 946 citations
  98. An Algorithm for Pronominal Anaphora ResolutionShalom Lappin, Herbert J. Leass1994 · 945 citations
  99. Out of One, Many: Using Language Models to Simulate Human SamplesLisa P. Argyle, Ethan C. Busby, Nancy Fulda, et al.2022 · 944 citations
  100. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al.2018 · 944 citations

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