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🤖 Artificial Intelligence

8,885 papers · page 24 of 90 · 2226–2325 · 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)

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  1. Efficient Dialogue State Tracking by Selectively Overwriting MemorySungdong Kim, Sohee Yang, Gyuwan Kim, et al.2020 · 269 citations
  2. Retrieve, Rerank and Rewrite: Soft Template Based Neural SummarizationZiqiang Cao, Wenjie Li, Sujian Li, et al.2018 · 269 citations
  3. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
  4. Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence ModelsAshwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, et al.2016 · 269 citations
  5. Cross-lingual Dependency Parsing Based on Distributed RepresentationsJiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
  6. SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in TwitterAniruddha Ghosh, Guofu Li, Tony Veale, et al.2015 · 269 citations
  7. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
  8. GPT3Mix: Leveraging Large-scale Language Models for Text AugmentationKang Min Yoo, Dongju Park, Jaewook Kang, et al.2021 · 268 citations
  9. Attention is Not Only a Weight: Analyzing Transformers with Vector NormsGoro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, et al.2020 · 268 citations
  10. ConveRT: Efficient and Accurate Conversational Representations from TransformersMatthew Henderson, Iñigo Casanueva, Nikola Mrkšić, et al.2020 · 268 citations
  11. Injecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
  12. Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsEmily Allaway, Kathleen McKeown2020 · 268 citations
  13. A Transition-based Algorithm for AMR ParsingChuan Wang, Nianwen Xue, Sameer Pradhan2015 · 268 citations
  14. Context Dependent Claim DetectionRan Levy, Yonatan Bilu, Daniel Hershcovich, et al.2014 · 268 citations
  15. Open Domain Targeted SentimentMargaret Mitchell, Jacqui Aguilar, Theresa Wilson, et al.2013 · 268 citations
  16. Hallucination-Free? Assessing the Reliability of Leading AI Legal Research ToolsVarun Magesh, Faiz Surani, Matthew Dahl, et al.2024 · 267 citations
  17. MiniCPM-V: A GPT-4V Level MLLM on Your PhoneYuan Yao, Tianyu Yu, Ao Zhang, et al.2024 · 267 citations
  18. Prometheus: Inducing Fine-grained Evaluation Capability in Language ModelsSeungone Kim, Jamin Shin, Yejin Cho, et al.2023 · 267 citations
  19. CUAD: An Expert-Annotated NLP Dataset for Legal Contract ReviewDan Hendrycks, Collin Burns, Anya Chen, et al.2021 · 267 citations
  20. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 267 citations
  21. Joint Inference for Fine-grained Opinion ExtractionBishan Yang, Claire Cardie2013 · 267 citations
  22. Understanding R1-Zero-Like Training: A Critical PerspectiveZichen Liu, Changyu Chen, Wenjun Li, et al.2025 · 266 citations
  23. Jailbreaking ChatGPT via Prompt Engineering: An Empirical StudyYi Liu, Gelei Deng, Zhengzi Xu, et al.2023 · 266 citations
  24. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel2020 · 266 citations
  25. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.2020 · 266 citations
  26. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferFuli Luo, Peng Li, Jie Zhou, et al.2019 · 266 citations
  27. Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedStefanos Angelidis, Mirella Lapata2018 · 266 citations
  28. When Are Tree Structures Necessary for Deep Learning of Representations?Jiwei Li, Thang Luong, Dan Jurafsky, et al.2015 · 266 citations
  29. Weakly Supervised Learning for Hedge Classification in Scientific LiteratureBen Medlock, Ted Briscoe2007 · 266 citations
  30. Fast Methods for Kernel-Based Text AnalysisTaku Kudo, Yuji Matsumoto2003 · 266 citations
  31. Automatic Verb Classification Based on Statistical Distributions of Argument StructurePaola Merlo, Suzanne Stevenson2001 · 266 citations
  32. LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsYukang Chen, Shengju Qian, Haotian Tang, et al.2023 · 265 citations
  33. Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesKelechi Ogueji, Yuxin Zhu, Jimmy Lin2021 · 265 citations
  34. Towards Understanding and Mitigating Social Biases in Language ModelsPaul Pu Liang, Chiyu Wu, Louis-Philippe Morency, et al.2021 · 265 citations
  35. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkYutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
  36. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata, et al.2020 · 265 citations
  37. Evaluating the Underlying Gender Bias in Contextualized Word EmbeddingsChristine Basta, Marta R. Costa-jussà, Noe Casas2019 · 265 citations
  38. A Continuously Growing Dataset of Sentential ParaphrasesWuwei Lan, Siyu Qiu, Hua He, et al.2017 · 265 citations
  39. HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsBernal Jimenez Gutierrez, Yiheng Shu, Yu Gu, et al.2024 · 264 citations
  40. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksHaoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 264 citations
  41. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationJie Zhou, Ying Cao, Xuguang Wang, et al.2016 · 264 citations
  42. Learning Global Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart M. Shieber2016 · 264 citations
  43. SemEval-2016 Task 12: Clinical TempEvalSteven Bethard, Guergana Savova, Wei-Te Chen, et al.2016 · 264 citations
  44. Humor Recognition and Humor Anchor ExtractionDiyi Yang, Alon Lavie, Chris Dyer, et al.2015 · 264 citations
  45. TakeLab: Systems for Measuring Semantic Text SimilarityFrane Šarić, Goran Glavaš, Vanja Mladen Karan, et al.2012 · 264 citations
  46. Joint Parsing and Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 264 citations
  47. A Uniform Approach to Analogies, Synonyms, Antonyms, and AssociationsPeter Turney2008 · 264 citations
  48. A Comparison of Pivot Methods for Phrase-Based Statistical Machine TranslationMasao Utiyama, Hitoshi Isahara2007 · 264 citations
  49. Learning to Classify Email into “Speech Acts”William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell2004 · 264 citations
  50. Are We on the Right Way for Evaluating Large Vision-Language Models?Lin Chen, Jinsong Li, Xiaoyi Dong, et al.2024 · 263 citations
  51. Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More RobustMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2022 · 263 citations
  52. Induction Networks for Few-Shot Text ClassificationRuiying Geng, Binhua Li, Yongbin Li, et al.2019 · 263 citations
  53. Selective Attention for Context-aware Neural Machine TranslationSameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
  54. Neural End-to-End Learning for Computational Argumentation MiningSteffen Eger, Johannes Daxenberger, Iryna Gurevych2017 · 263 citations
  55. CODRA: A Novel Discriminative Framework for Rhetorical AnalysisShafiq Joty, Giuseppe Carenini, Raymond T. Ng2015 · 263 citations
  56. From Light to Rich ERE: Annotation of Entities, Relations, and EventsZhiyi Song, Ann Bies, Stephanie Strassel, et al.2015 · 263 citations
  57. Toward Semantics-Based Answer PinpointingEduard Hovy, Laurie Gerber, Ulf Hermjakob, et al.2001 · 263 citations
  58. An Empirically-based System for Processing Definite DescriptionsRenata Vieira, Massimo Poesio2000 · 263 citations
  59. GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language ModelsIman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, et al.2024 · 262 citations
  60. The Effect of Sampling Temperature on Problem Solving in Large Language ModelsMatthew Renze2024 · 262 citations
  61. Towards Measuring the Representation of Subjective Global Opinions in Language ModelsEsin Durmus, Karina Nguyen, Thomas I. Liao, et al.2023 · 262 citations
  62. BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsNandan Thakur, Nils Reimers, Andreas Rücklé, et al.2021 · 262 citations
  63. Zero-shot User Intent Detection via Capsule Neural NetworksCongying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 262 citations
  64. SemEval-2017 Task 3: Community Question AnsweringPreslav Nakov, Doris Hoogeveen, Lluís Màrquez, et al.2017 · 262 citations
  65. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsYung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.2023 · 261 citations
  66. DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesOmar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 261 citations
  67. Condenser: a Pre-training Architecture for Dense RetrievalLuyu Gao, Jamie Callan2021 · 261 citations
  68. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic ParsingXi Victoria Lin, Richard Socher, Caiming Xiong2020 · 261 citations
  69. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesTao Yu, Rui Zhang, Heyang Er, et al.2019 · 261 citations
  70. Detection of Abusive Language: the Problem of Biased DatasetsMichael Wiegand, Josef Ruppenhofer, Thomas Kleinbauer2019 · 261 citations
  71. Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationNaveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 261 citations
  72. Findings of the VarDial Evaluation Campaign 2017Marcos Zampieri, Shervin Malmasi, Nikola Ljubešić, et al.2017 · 261 citations
  73. Abstractive Summarization of Product Reviews Using Discourse StructureShima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.2014 · 261 citations
  74. A Simple Domain-Independent Probabilistic Approach to GenerationGabor Angeli, Percy Liang, Dan Klein2010 · 261 citations
  75. Efficient, Feature-based, Conditional Random Field ParsingJenny Rose Finkel, Alex Kleeman, Christopher D. Manning2008 · 261 citations
  76. MAVEN: A Massive General Domain Event Detection DatasetXiaozhi Wang, Ziqi Wang, Xu Han, et al.2020 · 260 citations
  77. On Extractive and Abstractive Neural Document Summarization with Transformer Language ModelsJonathan Pilault, Raymond Li, Sandeep Subramanian, et al.2020 · 260 citations
  78. SemEval-2020 Task 8: Memotion Analysis- the Visuo-Lingual Metaphor!Chhavi Sharma, Deepesh Bhageria, William Scott, et al.2020 · 260 citations
  79. TLDR: Extreme Summarization of Scientific DocumentsIsabel Cachola, Kyle Lo, Arman Cohan, et al.2020 · 260 citations
  80. Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense KnowledgeTodor Mihaylov, Anette Frank2018 · 260 citations
  81. The Ups and Downs of Preposition Error Detection in ESL WritingJoel R. Tetreault, Martin Chodorow2008 · 260 citations
  82. Experiments on the Automatic Induction of German Semantic Verb ClassesSchulte im Walde, Sabine2006 · 260 citations
  83. Collective Content Selection for Concept-to-Text GenerationRegina Barzilay, Mirella Lapata2005 · 260 citations
  84. Large Language Models for Data Annotation and Synthesis: A SurveyZhen Tan, Dawei Li, Song Wang, et al.2024 · 259 citations
  85. The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsLucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 259 citations
  86. Automatic Machine Translation Evaluation in Many Languages via Zero-Shot ParaphrasingBrian Thompson, Matt Post2020 · 259 citations
  87. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma, et al.2020 · 259 citations
  88. SenseBERT: Driving Some Sense into BERTYoav Levine, Barak Lenz, Or Dagan, et al.2020 · 259 citations
  89. Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
  90. A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationYe Zhang, Byron Wallace2017 · 259 citations
  91. SemEval-2012 Task 2: Measuring Degrees of Relational SimilarityDavid Jurgens, Saif Mohammad, Peter Turney, et al.2012 · 259 citations
  92. MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training StrategiesShengding Hu, Yuge Tu, Xu Han, et al.2024 · 258 citations
  93. CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive SummarizationShuyang Cao, Lu Wang2021 · 258 citations
  94. Distinguish Confusing Law Articles for Legal Judgment PredictionNuo Xu, Pinghui Wang, Long Chen, et al.2020 · 258 citations
  95. How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Tal Linzen2020 · 258 citations
  96. Re-evaluating Evaluation in Text SummarizationManik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, et al.2020 · 258 citations
  97. Multilingual is not enough: BERT for FinnishAntti Virtanen, Jenna Kanerva, Rami Ilo, et al.2019 · 258 citations
  98. Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential ReasoningPradeep Dasigi, Nelson F. Liu, Ana Marasovic, et al.2019 · 258 citations
  99. A Large Self-Annotated Corpus for SarcasmMikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli2018 · 258 citations
  100. UKP-Athene: Multi-Sentence Textual Entailment for Claim VerificationAndreas Hanselowski, Hao Zhang, Zile Li, et al.2018 · 258 citations

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