Elamur Research⌕
☰
home / shelves / Computer Science / Artificial Intelligence / page 5

🤖 Artificial Intelligence

7,180 papers · page 5 of 73 · 326–425 · 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

1 … 4 5 6 … 73

  1. Sentiment Analysis of Twitter DataApoorv Agarwal, Boyi Xie, Ilia Vovsha, et al.2011 · 1,457 citations
  2. Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, et al.2011 · 1,451 citations
  3. GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,449 citations
  4. A Probabilistic Earley Parser as a Psycholinguistic ModelJohn Hale2001 · 1,448 citations
  5. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,447 citations
  6. SemEval-2015 Task 12: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2015 · 1,446 citations
  7. Sequence-Level Knowledge DistillationYoon Kim, Alexander M. Rush2016 · 1,440 citations
  8. Sigmoid Loss for Language Image Pre-TrainingXiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, et al.2023 · 1,427 citations
  9. CoNLL-X Shared Task on Multilingual Dependency ParsingSabine Buchholz, Erwin Marsi2006 · 1,426 citations
  10. DINOv2: Learning Robust Visual Features without SupervisionMaxime Oquab, Timothee Darcet, Theo Moutakanni, et al.2023 · 1,425 citations
  11. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,423 citations
  12. Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsJianmo Ni, Jiacheng Li, Julian McAuley2019 · 1,421 citations
  13. Improved Techniques for Training GANsTim Salimans, Ian Goodfellow, Wojciech Zaremba, et al.2016 · 1,420 citations
  14. Fast Graph Representation Learning with PyTorch GeometricMatthias Fey, Jan Eric Lenssen2019 · 1,413 citations
  15. Language-agnostic BERT Sentence EmbeddingFangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.2020 · 1,412 citations
  16. Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,411 citations
  17. LAION-5B: An open large-scale dataset for training next generation image-text modelsChristoph Schuhmann, Romain Beaumont, Richard Vencu, et al.2022 · 1,400 citations
  18. Code Llama: Open Foundation Models for CodeBaptiste Rozière, Jonas Gehring, Fabian Gloeckle, et al.2024 · 1,399 citations
  19. Sequence Transduction with Recurrent Neural NetworksAlex Graves2012 · 1,396 citations
  20. Contextual String Embeddings for Sequence LabelingAlan Akbik, Duncan Blythe, Roland Vollgraf2018 · 1,390 citations
  21. Unified Language Model Pre-training for Natural Language Understanding and GenerationLi Dong, Nan Yang, Wenhui Wang, et al.2019 · 1,389 citations
  22. NLTK: The Natural Language ToolkitSteven Bird2006 · 1,372 citations
  23. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,371 citations
  24. brat: a Web-based Tool for NLP-Assisted Text AnnotationPontus Stenetorp, Sampo Pyysalo, Goran Topić, et al.2012 · 1,368 citations
  25. Let's Verify Step by StepHunter Lightman, Vineet Kosaraju, Yura Burda, et al.2023 · 1,359 citations
  26. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsAlexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,355 citations
  27. Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,349 citations
  28. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environmentsPeter Anderson, Qi Wu, Damien Teney, et al.2017 · 1,346 citations
  29. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationDuyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,341 citations
  30. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Li2003 · 1,335 citations
  31. Optimizing Semantic Coherence in Topic ModelsDavid Mimno, Hanna Wallach, Edmund Talley, et al.2011 · 1,334 citations
  32. Sequence Level Training with Recurrent Neural NetworksMarc'Aurelio Ranzato, Sumit Chopra, Michael Auli, et al.2015 · 1,325 citations
  33. Parameter-efficient fine-tuning of large-scale pre-trained language modelsNing Ding, Yujia Qin, Guang You Yang, et al.2023 · 1,324 citations
  34. Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationNils Reimers, Iryna Gurevych2020 · 1,320 citations
  35. Deep Biaffine Attention for Neural Dependency ParsingTimothy Dozat, Christopher D. Manning2016 · 1,320 citations
  36. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentDi Jin, Zhijing Jin, Joey Tianyi Zhou, et al.2019 · 1,318 citations
  37. DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding SharingPengcheng He, Jianfeng Gao, Weizhu Chen2021 · 1,316 citations
  38. LaMDA: Language Models for Dialog ApplicationsRomal Thoppilan, Daniel De Freitas, Jamie Hall, et al.2022 · 1,314 citations
  39. Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative RerankingEugene Charniak, Mark Johnson2005 · 1,312 citations
  40. SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in TwitterValerio Basile, Cristina Bosco, Elisabetta Fersini, et al.2019 · 1,311 citations
  41. VideoBERT: A Joint Model for Video and Language Representation LearningChen Sun, Austin Myers, Carl Vondrick, et al.2019 · 1,305 citations
  42. Language Modeling with Gated Convolutional NetworksYann N. Dauphin, Angela Fan, Michael Auli, et al.2016 · 1,305 citations
  43. Long Short-Term Memory-Networks for Machine ReadingJianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,300 citations
  44. BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsChristopher Clark, Kenton Lee, Ming-Wei Chang, et al.2019 · 1,299 citations
  45. AraBERT: Transformer-based Model for Arabic Language UnderstandingWissam Antoun, Fady Baly, Hazem Hajj2020 · 1,297 citations
  46. A Machine Learning Approach to Coreference Resolution of Noun PhrasesWee Meng Soon, Hwee Tou Ng, Daniel Chung Yong Lim2001 · 1,287 citations
  47. A Comprehensive Overview of Large Language ModelsHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,286 citations
  48. A Program for Aligning Sentences in Bilingual CorporaWilliam A. Gale, Kenneth W. Church1993 · 1,284 citations
  49. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,282 citations
  50. V-Measure: A Conditional Entropy-Based External Cluster Evaluation MeasureAndrew Rosenberg, Julia Hirschberg2007 · 1,279 citations
  51. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,277 citations
  52. End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,277 citations
  53. ReferItGame: Referring to Objects in Photographs of Natural ScenesSahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,276 citations
  54. CTRL: A Conditional Transformer Language Model for Controllable GenerationNitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,273 citations
  55. Deep Convolutional Neural Networks for Sentiment Analysis of Short TextsCícero dos Santos, Maíra Gatti2014 · 1,269 citations
  56. The Rise and Potential of Large Language Model Based Agents: A SurveyZhiheng Xi, Wenxiang Chen, Xin Guo, et al.2023 · 1,262 citations
  57. CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,262 citations
  58. Non-Projective Dependency Parsing using Spanning Tree AlgorithmsRyan McDonald, Fernando Pereira, Kiril Ribarov, et al.2005 · 1,258 citations
  59. Optuna: A Next-generation Hyperparameter Optimization FrameworkTakuya Akiba, Shotaro Sano, Toshihiko Yanase, et al.2019 · 1,246 citations
  60. Neural Responding Machine for Short-Text ConversationLifeng Shang, Zhengdong Lu, Hang Li2015 · 1,242 citations
  61. Learning Accurate, Compact, and Interpretable Tree AnnotationSlav Petrov, Leon Barrett, Romain Thibaux, et al.2006 · 1,242 citations
  62. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
  63. What Makes Good In-Context Examples for GPT-3?Jiachang Liu, Dinghan Shen, Yizhe Zhang, et al.2022 · 1,235 citations
  64. Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,234 citations
  65. A Structural Probe for Finding Syntax in Word RepresentationsJohn Hewitt, Christopher D. Manning2019 · 1,228 citations
  66. PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,218 citations
  67. Learning Extraction Patterns for Subjective ExpressionsEllen Riloff, Janyce Wiebe2003 · 1,217 citations
  68. Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
  69. Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationLi Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,211 citations
  70. Publicly Available Clinical BERT EmbeddingsEmily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,209 citations
  71. FastText.zip: Compressing text classification modelsArmand Joulin, Edouard Grave, Piotr Bojanowski, et al.2016 · 1,209 citations
  72. An Empirical Study of Smoothing Techniques for Language ModelingStanley F. Chen, Joshua Goodman1996 · 1,209 citations
  73. Recipes for Building an Open-Domain ChatbotStephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,206 citations
  74. M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlv Chen, Shitao Xiao, Peitian Zhang, et al.2024 · 1,196 citations
  75. SemEval-2016 Task 6: Detecting Stance in TweetsSaif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, et al.2016 · 1,196 citations
  76. Opinion Word Expansion and Target Extraction through Double PropagationGuang Qiu, Bing Liu, Jiajun Bu, et al.2011 · 1,196 citations
  77. DailyDialog: A Manually Labelled Multi-turn Dialogue DatasetYanran Li, Hui Su, Xiaoyu Shen, et al.2017 · 1,195 citations
  78. Attention is not not ExplanationSarah Wiegreffe, Yuval Pinter2019 · 1,192 citations
  79. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,192 citations
  80. Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityYao Lu, Max Bartolo, Alastair Moore, et al.2022 · 1,187 citations
  81. Aspect Level Sentiment Classification with Deep Memory NetworkDuyu Tang, Bing Qin, Ting Liu2016 · 1,187 citations
  82. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
  83. A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the UglyYifan Yao, Jinhao Duan, Kaidi Xu, et al.2023 · 1,181 citations
  84. A Stochastic Parts Program and Noun Phrase Parser for Unrestricted TextKenneth Ward Church1988 · 1,178 citations
  85. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,174 citations
  86. A Shortest Path Dependency Kernel for Relation ExtractionRazvan Bunescu, Raymond Mooney2005 · 1,173 citations
  87. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,170 citations
  88. On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,168 citations
  89. Modeling Context in Referring ExpressionsLicheng Yu, Patrick Poirson, Shan Yang, et al.2016 · 1,165 citations
  90. Mastering chess and shogi by self-play with a general reinforcement learning algorithm2017 · 1,163 citations
  91. Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,160 citations
  92. SemEval-2017 Task 4: Sentiment Analysis in TwitterSara Rosenthal, Noura Farra, Preslav Nakov2017 · 1,159 citations
  93. Generative Modeling by Estimating Gradients of the Data DistributionYang Song, Stefano Ermon2019 · 1,155 citations
  94. Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsKaren Simonyan, Andrea Vedaldi, Andrew Zisserman2013 · 1,153 citations
  95. PubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.2019 · 1,152 citations
  96. The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,148 citations
  97. "Why Should I Trust You?": Explaining the Predictions of Any ClassifierMarco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2016 · 1,148 citations
  98. CommonsenseQA: A Question Answering Challenge Targeting Commonsense KnowledgeAlon Talmor, Jonathan Herzig, Nicholas Lourie, et al.2019 · 1,146 citations
  99. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. Manning2008 · 1,144 citations
  100. Least-to-most prompting enables complex reasoning in large language models2022 · 1,143 citations

1 … 4 5 6 … 73

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/page/5/