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🗣️ Language and Linguistics

9,206 papers · page 14 of 93 · 1226–1325 · 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 … 13 14 15 … 20 … 93

  1. Exploiting Source-side Monolingual Data in Neural Machine TranslationJiajun Zhang, Chengqing Zong2016 · 409 citations
  2. BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 408 citations
  3. MuRIL: Multilingual Representations for Indian LanguagesSimran Khanuja, Diksha Bansal, Sarvesh Mehtani, et al.2021 · 408 citations
  4. Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 408 citations
  5. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based ProjectionsDipanjan Das, Slav Petrov2011 · 408 citations
  6. Using Syntax to Disambiguate Explicit Discourse Connectives in TextEmily Pitler, Ani Nenkova2009 · 408 citations
  7. An Annotation Scheme for Free Word Order LanguagesWojciech Skut, Brigitte Krenn, Thorsten Brants, et al.1997 · 408 citations
  8. Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, et al.2017 · 407 citations
  9. Using Document Level Cross-Event Inference to Improve Event ExtractionShasha Liao, Ralph Grishman2010 · 407 citations
  10. A Corpus-based Investigation of Definite Description UseMassimo Poesio, Renata Vieira1998 · 407 citations
  11. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 406 citations
  12. AgentBench: Evaluating LLMs as AgentsXiao Liu, Hao Yu, Hanchen Zhang, et al.2023 · 405 citations
  13. Compressing BERT: Studying the Effects of Weight Pruning on Transfer LearningMitchell Gordon, Kevin Duh, Nicholas Andrews2020 · 405 citations
  14. Corpus Variation and Parser PerformanceDaniel Gildea2001 · 405 citations
  15. Synchronous Tree-Adjoining GrammarsStuart M. Shieber, Yves Schabes1990 · 405 citations
  16. The FineWeb Datasets: Decanting the Web for the Finest Text Data at ScaleGuilherme Penedo, Hynek Kydlíček, Loubna Ben allal, et al.2024 · 404 citations
  17. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video AnalysisChaoyou Fu, Yuhan Dai, Yongdong Luo, et al.2024 · 404 citations
  18. True Few-Shot Learning with Language ModelsEthan Perez, Douwe Kiela, Kyunghyun Cho2021 · 404 citations
  19. How to Fine-Tune BERT for Text Classification?Chi Sun, Xipeng Qiu, Yige Xu, et al.2019 · 404 citations
  20. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringShamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
  21. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsAndrea Madotto, Chien-Sheng Wu, Pascale Fung2018 · 403 citations
  22. Annotating Argument Components and Relations in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 403 citations
  23. Nested Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 403 citations
  24. Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment AnalysisYejin Choi, Claire Cardie2008 · 403 citations
  25. Characterizing the Errors of Data-Driven Dependency Parsing ModelsRyan McDonald, Joakim Nivre2007 · 403 citations
  26. A Smorgasbord of Features for Statistical Machine TranslationFranz Josef Och, Daniel Gildea, Sanjeev Khudanpur, et al.2004 · 403 citations
  27. Yi: Open Foundation Models by 01.AIAlex Young, Bei Chen, Chao Li, et al.2024 · 402 citations
  28. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsMiguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 402 citations
  29. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
  30. Toward Multilingual Neural Machine Translation with Universal Encoder and DecoderThanh-Le Ha, Jan Niehues, Alex Waibel2016 · 401 citations
  31. A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosMichael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 400 citations
  32. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAlisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 400 citations
  33. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.2021 · 400 citations
  34. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  35. Massively Multilingual Word EmbeddingsWaleed Ammar, George Mulcaire, Yulia Tsvetkov, et al.2016 · 400 citations
  36. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
  37. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPUYing Sheng, Lianmin Zheng, Binhang Yuan, et al.2023 · 399 citations
  38. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 399 citations
  39. Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 399 citations
  40. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionMohammadreza Pourreza, Davood Rafiei2023 · 398 citations
  41. Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Albert Webson, Ellie Pavlick2022 · 398 citations
  42. FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechAlexis Conneau, Min Ma, Simran Khanuja, et al.2022 · 398 citations
  43. LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
  44. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 398 citations
  45. On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 398 citations
  46. UMBC_EBIQUITY-CORE: Semantic Textual Similarity SystemsLushan Han, Abhay L. Kashyap, Tim Finin, et al.2013 · 398 citations
  47. Mixture-Model Adaptation for SMTGeorge Foster, Roland Kuhn2007 · 398 citations
  48. Automatic Prompt Optimization with “Gradient Descent” and Beam SearchReid Pryzant, Dan Iter, Jerry Li, et al.2023 · 397 citations
  49. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 397 citations
  50. Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment ClassificationHao Tang, Donghong Ji, Chenliang Li, et al.2020 · 397 citations
  51. LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical ReasoningJian Liu, Leyang Cui, Hanmeng Liu, et al.2020 · 397 citations
  52. Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, et al.2019 · 397 citations
  53. Large Language Models Cannot Self-Correct Reasoning YetJie Huang, Xinyun Chen, Swaroop Mishra, et al.2023 · 396 citations
  54. A Unified Generative Framework for Aspect-based Sentiment AnalysisHang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
  55. Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation TechniquesStefan Riezler, Tracy H. King, Ronald M. Kaplan, et al.2002 · 396 citations
  56. Okapi at TREC-3Stephen E. Robertson, Steve Walker, Susan Jones, et al.1994 · 396 citations
  57. Using cognates to align sentences in bilingual corporaMichel Simard, George F. Foster, Pierre Isabelle1992 · 396 citations
  58. A Challenge Dataset and Effective Models for Aspect-Based Sentiment AnalysisQingnan Jiang, Lei Chen, Ruifeng Xu, et al.2019 · 395 citations
  59. Gender Bias in Neural Natural Language ProcessingKaiji Lu, Piotr Mardziel, Fangjing Wu, et al.2018 · 394 citations
  60. URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectorsPatrick Littell, David R. Mortensen, Ke Lin, et al.2017 · 394 citations
  61. Linguistic Models for Analyzing and Detecting Biased LanguageMarta Recasens, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky2013 · 394 citations
  62. Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter Turney, Yair Neuman, Dan Assaf, et al.2011 · 394 citations
  63. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  64. Identifying Word Translations in Non-Parallel TextsReinhard Rapp1995 · 394 citations
  65. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
  66. Whose Opinions Do Language Models Reflect?Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al.2023 · 392 citations
  67. A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
  68. Sentence Simplification by Monolingual Machine TranslationSander Wubben, Antal van den Bosch, Emiel Krahmer2012 · 392 citations
  69. Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language TasksRion Snow, Brendan O'Connor, Daniel Jurafsky, et al.2008 · 392 citations
  70. The Parallel Grammar ProjectMiriam Butt, Helge Dyvik, Tracy Holloway King, et al.2002 · 392 citations
  71. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsElad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 391 citations
  72. Towards Emotional Support Dialog SystemsSiyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 391 citations
  73. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 391 citations
  74. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 391 citations
  75. Tuning as RankingMark Hopkins, Jonathan May2011 · 391 citations
  76. The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity RecognitionGina-Anne Levow2006 · 391 citations
  77. Large Language Models as OptimizersChengrun Yang, Xuezhi Wang, Yifeng Lu, et al.2023 · 390 citations
  78. Inside-Outside Reestimation From Partially Bracketed CorporaFernando Pereira, Yves Schabes1992 · 390 citations
  79. BPE-Dropout: Simple and Effective Subword RegularizationIvan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 389 citations
  80. Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra, Zachary C. Lipton2019 · 389 citations
  81. METEOR: An Automatic Metric for MT Evaluation with High Levels of Correlation with Human JudgmentsAlon Lavie, Abhaya Agarwal2007 · 389 citations
  82. Parsing the WSJ Using CCG and Log-Linear ModelsStephen Clark, James R. Curran2004 · 388 citations
  83. WebShop: Towards Scalable Real-World Web Interaction with Grounded Language AgentsShunyu Yao, Howard Chen, John Yang, et al.2022 · 387 citations
  84. Deep Semantic Role Labeling with Self-AttentionZhixing Tan, Mingxuan Wang, Jun Xie, et al.2017 · 387 citations
  85. Multi30K: Multilingual English-German Image DescriptionsDesmond Elliott, Stella Frank, Khalil Sima'an, et al.2016 · 387 citations
  86. Immediate-Head Parsing for Language ModelsEugene Charniak2001 · 387 citations
  87. RULER: What's the Real Context Size of Your Long-Context Language Models?Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, et al.2024 · 386 citations
  88. Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn2020 · 386 citations
  89. Beam Search Strategies for Neural Machine TranslationMarkus Freitag, Yaser Al-Onaizan2017 · 386 citations
  90. CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto, et al.2023 · 385 citations
  91. Gender and Representation Bias in GPT-3 Generated StoriesLi Lucy, David Bamman2021 · 385 citations
  92. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
  93. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingLibo Qin, Wanxiang Che, Yangming Li, et al.2019 · 385 citations
  94. Discourse-Aware Neural Extractive Text SummarizationJiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
  95. Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
  96. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsDinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 385 citations
  97. Truth Is a Lie: Crowd Truth and the Seven Myths of Human AnnotationLora M. Aroyo, Chris Welty2015 · 385 citations
  98. Automatic Extraction of Subcategorization from CorporaTed Briscoe, John Carroll1997 · 385 citations
  99. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
  100. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingHangbo Bao, Li Dong, Furu Wei, et al.2020 · 384 citations

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