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🤖 Artificial Intelligence

8,885 papers · page 16 of 90 · 1426–1525 · the most cited first · all shelves

Artificial Intelligence is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Natural Language Processing Techniques», «Topic Modeling», «Speech and dialogue systems».

 Papers (8,885)

1 … 10 … 15 16 17 … 20 … 90

  1. InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksZhe Chen, Jiannan Wu, Wenhai Wang, et al.2023 · 409 citations
  2. Abstractive Document Summarization with a Graph-Based Attentional Neural ModelJiwei Tan, Xiaojun Wan, Jianguo Xiao2017 · 409 citations
  3. Exploiting Source-side Monolingual Data in Neural Machine TranslationJiajun Zhang, Chengqing Zong2016 · 409 citations
  4. BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 408 citations
  5. MuRIL: Multilingual Representations for Indian LanguagesSimran Khanuja, Diksha Bansal, Sarvesh Mehtani, et al.2021 · 408 citations
  6. A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health SupportAshish Sharma, Adam Miner, David Atkins, et al.2020 · 408 citations
  7. Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 408 citations
  8. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based ProjectionsDipanjan Das, Slav Petrov2011 · 408 citations
  9. Using Syntax to Disambiguate Explicit Discourse Connectives in TextEmily Pitler, Ani Nenkova2009 · 408 citations
  10. An Annotation Scheme for Free Word Order LanguagesWojciech Skut, Brigitte Krenn, Thorsten Brants, et al.1997 · 408 citations
  11. Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, et al.2017 · 407 citations
  12. Using Document Level Cross-Event Inference to Improve Event ExtractionShasha Liao, Ralph Grishman2010 · 407 citations
  13. A Corpus-based Investigation of Definite Description UseMassimo Poesio, Renata Vieira1998 · 407 citations
  14. 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
  15. AgentBench: Evaluating LLMs as AgentsXiao Liu, Hao Yu, Hanchen Zhang, et al.2023 · 405 citations
  16. Compressing BERT: Studying the Effects of Weight Pruning on Transfer LearningMitchell Gordon, Kevin Duh, Nicholas Andrews2020 · 405 citations
  17. Corpus Variation and Parser PerformanceDaniel Gildea2001 · 405 citations
  18. Synchronous Tree-Adjoining GrammarsStuart M. Shieber, Yves Schabes1990 · 405 citations
  19. The FineWeb Datasets: Decanting the Web for the Finest Text Data at ScaleGuilherme Penedo, Hynek Kydlíček, Loubna Ben allal, et al.2024 · 404 citations
  20. 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
  21. True Few-Shot Learning with Language ModelsEthan Perez, Douwe Kiela, Kyunghyun Cho2021 · 404 citations
  22. Social Biases in NLP Models as Barriers for Persons with DisabilitiesBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, et al.2020 · 404 citations
  23. The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesDouwe Kiela, Hamed Firooz, Aravind Mohan, et al.2020 · 404 citations
  24. How to Fine-Tune BERT for Text Classification?Chi Sun, Xipeng Qiu, Yige Xu, et al.2019 · 404 citations
  25. 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
  26. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsAndrea Madotto, Chien-Sheng Wu, Pascale Fung2018 · 403 citations
  27. Annotating Argument Components and Relations in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 403 citations
  28. Nested Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 403 citations
  29. Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment AnalysisYejin Choi, Claire Cardie2008 · 403 citations
  30. Characterizing the Errors of Data-Driven Dependency Parsing ModelsRyan McDonald, Joakim Nivre2007 · 403 citations
  31. A Smorgasbord of Features for Statistical Machine TranslationFranz Josef Och, Daniel Gildea, Sanjeev Khudanpur, et al.2004 · 403 citations
  32. Yi: Open Foundation Models by 01.AIAlex Young, Bei Chen, Chao Li, et al.2024 · 402 citations
  33. Depression and Self-Harm Risk Assessment in Online ForumsAndrew Yates, Arman Cohan, Nazli Goharian2017 · 402 citations
  34. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsMiguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 402 citations
  35. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
  36. Toward Multilingual Neural Machine Translation with Universal Encoder and DecoderThanh-Le Ha, Jan Niehues, Alex Waibel2016 · 401 citations
  37. A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosMichael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 400 citations
  38. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAlisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 400 citations
  39. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.2021 · 400 citations
  40. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  41. Massively Multilingual Word EmbeddingsWaleed Ammar, George Mulcaire, Yulia Tsvetkov, et al.2016 · 400 citations
  42. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
  43. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPUYing Sheng, Lianmin Zheng, Binhang Yuan, et al.2023 · 399 citations
  44. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 399 citations
  45. Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 399 citations
  46. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionMohammadreza Pourreza, Davood Rafiei2023 · 398 citations
  47. Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Albert Webson, Ellie Pavlick2022 · 398 citations
  48. FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechAlexis Conneau, Min Ma, Simran Khanuja, et al.2022 · 398 citations
  49. LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
  50. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 398 citations
  51. On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 398 citations
  52. UMBC_EBIQUITY-CORE: Semantic Textual Similarity SystemsLushan Han, Abhay L. Kashyap, Tim Finin, et al.2013 · 398 citations
  53. Mixture-Model Adaptation for SMTGeorge Foster, Roland Kuhn2007 · 398 citations
  54. Automatic Prompt Optimization with “Gradient Descent” and Beam SearchReid Pryzant, Dan Iter, Jerry Li, et al.2023 · 397 citations
  55. Flow Matching for Generative ModelingYaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, et al.2022 · 397 citations
  56. 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
  57. Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment ClassificationHao Tang, Donghong Ji, Chenliang Li, et al.2020 · 397 citations
  58. LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical ReasoningJian Liu, Leyang Cui, Hanmeng Liu, et al.2020 · 397 citations
  59. Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, et al.2019 · 397 citations
  60. Large Language Models Cannot Self-Correct Reasoning YetJie Huang, Xinyun Chen, Swaroop Mishra, et al.2023 · 396 citations
  61. A Unified Generative Framework for Aspect-based Sentiment AnalysisHang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
  62. 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
  63. Okapi at TREC-3Stephen E. Robertson, Steve Walker, Susan Jones, et al.1994 · 396 citations
  64. Using cognates to align sentences in bilingual corporaMichel Simard, George F. Foster, Pierre Isabelle1992 · 396 citations
  65. A Challenge Dataset and Effective Models for Aspect-Based Sentiment AnalysisQingnan Jiang, Lei Chen, Ruifeng Xu, et al.2019 · 395 citations
  66. That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsWilliam Yang Wang, Diyi Yang2015 · 395 citations
  67. Gender Bias in Neural Natural Language ProcessingKaiji Lu, Piotr Mardziel, Fangjing Wu, et al.2018 · 394 citations
  68. URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectorsPatrick Littell, David R. Mortensen, Ke Lin, et al.2017 · 394 citations
  69. Linguistic Models for Analyzing and Detecting Biased LanguageMarta Recasens, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky2013 · 394 citations
  70. Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter Turney, Yair Neuman, Dan Assaf, et al.2011 · 394 citations
  71. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  72. Identifying Word Translations in Non-Parallel TextsReinhard Rapp1995 · 394 citations
  73. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
  74. Whose Opinions Do Language Models Reflect?Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al.2023 · 392 citations
  75. A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
  76. Sentence Simplification by Monolingual Machine TranslationSander Wubben, Antal van den Bosch, Emiel Krahmer2012 · 392 citations
  77. 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
  78. The Parallel Grammar ProjectMiriam Butt, Helge Dyvik, Tracy Holloway King, et al.2002 · 392 citations
  79. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsElad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 391 citations
  80. Towards Emotional Support Dialog SystemsSiyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 391 citations
  81. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 391 citations
  82. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 391 citations
  83. Tuning as RankingMark Hopkins, Jonathan May2011 · 391 citations
  84. The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity RecognitionGina-Anne Levow2006 · 391 citations
  85. Large Language Models as OptimizersChengrun Yang, Xuezhi Wang, Yifeng Lu, et al.2023 · 390 citations
  86. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningJustin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 390 citations
  87. Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental HealthTim Althoff, Kevin Clark, Jure Leskovec2016 · 390 citations
  88. Inside-Outside Reestimation From Partially Bracketed CorporaFernando Pereira, Yves Schabes1992 · 390 citations
  89. BPE-Dropout: Simple and Effective Subword RegularizationIvan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 389 citations
  90. Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra, Zachary C. Lipton2019 · 389 citations
  91. METEOR: An Automatic Metric for MT Evaluation with High Levels of Correlation with Human JudgmentsAlon Lavie, Abhaya Agarwal2007 · 389 citations
  92. Parsing the WSJ Using CCG and Log-Linear ModelsStephen Clark, James R. Curran2004 · 388 citations
  93. WebShop: Towards Scalable Real-World Web Interaction with Grounded Language AgentsShunyu Yao, Howard Chen, John Yang, et al.2022 · 387 citations
  94. Deep Semantic Role Labeling with Self-AttentionZhixing Tan, Mingxuan Wang, Jun Xie, et al.2017 · 387 citations
  95. Multi30K: Multilingual English-German Image DescriptionsDesmond Elliott, Stella Frank, Khalil Sima'an, et al.2016 · 387 citations
  96. Immediate-Head Parsing for Language ModelsEugene Charniak2001 · 387 citations
  97. 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
  98. Representation Engineering: A Top-Down Approach to AI TransparencyAndy Zou, Long Phan, Sarah Chen, et al.2023 · 386 citations
  99. Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn2020 · 386 citations
  100. Beam Search Strategies for Neural Machine TranslationMarkus Freitag, Yaser Al-Onaizan2017 · 386 citations

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