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🤖 Artificial Intelligence

8,885 papers · page 22 of 90 · 2026–2125 · 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. Survey: Multiword Expression Processing: A SurveyMathieu Constant, Gülşen Eryiǧit, Johanna Monti, et al.2017 · 296 citations
  2. Show Me Your Evidence - an Automatic Method for Context Dependent Evidence DetectionRuty Rinott, Lena Dankin, Carlos Alzate Perez, et al.2015 · 296 citations
  3. Developing Age and Gender Predictive Lexica over Social MediaMaarten Sap, Gregory Park, Johannes Eichstaedt, et al.2014 · 296 citations
  4. Phrase Clustering for Discriminative LearningDekang Lin, Xiaoyun Wu2009 · 296 citations
  5. Pivot Language Approach for Phrase-Based Statistical Machine TranslationHua Wu, Haifeng Wang2007 · 296 citations
  6. Automatic Acquisition of Domain Knowledge for Information ExtractionRoman Yangarber, Ralph Grishman, Pasi Tapanainen, et al.2000 · 296 citations
  7. AdapterDrop: On the Efficiency of Adapters in TransformersAndreas Rücklé, Gregor Geigle, Max Glockner, et al.2021 · 295 citations
  8. Entity-Based Knowledge Conflicts in Question AnsweringShayne Longpre, Kartik Perisetla, Anthony Chen, et al.2021 · 295 citations
  9. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 295 citations
  10. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 295 citations
  11. Learning Joint Multilingual Sentence Representations with Neural Machine TranslationHolger Schwenk, Matthijs Douze2017 · 295 citations
  12. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementHua He, Jimmy Lin2016 · 295 citations
  13. Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence TaggerMassimiliano Ciaramita, Yasemin Altun2006 · 295 citations
  14. Re-evaluating the Role of Bleu in Machine Translation ResearchChris Callison-Burch, Miles Osborne, Philipp Koehn2006 · 295 citations
  15. Combining Distributional and Morphological Information for Part of Speech InductionAlexander Clark2003 · 295 citations
  16. Evaluating Verifiability in Generative Search EnginesNelson Liu, Tianyi Zhang, Percy Liang2023 · 294 citations
  17. A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 294 citations
  18. Predictive power of word surprisal for reading times is a linear function of language model qualityAdam Goodkind, Klinton Bicknell2018 · 294 citations
  19. KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache QuantizationColeman Hooper, Sehoon Kim, Hiva Mohammadzadeh, et al.2024 · 293 citations
  20. Prompting Large Language Model for Machine Translation: A Case StudyBiao Zhang, Barry Haddow, Alexandra Birch2023 · 293 citations
  21. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  22. Easy Victories and Uphill Battles in Coreference ResolutionGreg Durrett, Dan Klein2013 · 293 citations
  23. Labeled Pseudo-Projective Dependency Parsing with Support Vector MachinesJoakim Nivre, Johan Hall, Jens Nilsson, et al.2006 · 293 citations
  24. Improvements in Automatic Thesaurus ExtractionJames R. Curran, Marc Moens2002 · 293 citations
  25. The Necessity of Parsing for Predicate Argument RecognitionDaniel Gildea, Martha Palmer2002 · 293 citations
  26. Text Classification via Large Language ModelsXiaofei Sun, Xiaoya Li, Jiwei Li, et al.2023 · 292 citations
  27. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleKoustuv Sinha, Robin Jia, Dieuwke Hupkes, et al.2021 · 292 citations
  28. A Survey of the State of Explainable AI for Natural Language ProcessingMarina Danilevsky, Kun Qian, Ranit Aharonov, et al.2020 · 292 citations
  29. A Benchmark Dataset for Learning to Intervene in Online Hate SpeechJing Qian, Anna Bethke, Yinyin Liu, et al.2019 · 292 citations
  30. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 292 citations
  31. Black Holes and White Rabbits: Metaphor Identification with Visual FeaturesEkaterina Shutova, Douwe Kiela, Jean Maillard2016 · 292 citations
  32. CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement LearningHung Le, Yue Wang, Akhilesh Deepak Gotmare, et al.2022 · 291 citations
  33. Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor LearningYi Yang, Arzoo Katiyar2020 · 291 citations
  34. Neural language models as psycholinguistic subjects: Representations of syntactic stateRichard Futrell, Ethan Wilcox, Takashi Morita, et al.2019 · 291 citations
  35. Diverse Few-Shot Text Classification with Multiple MetricsMo Yu, Xiaoxiao Guo, Jinfeng Yi, et al.2018 · 291 citations
  36. Exploiting Cross-Sentence Context for Neural Machine TranslationLongyue Wang, Zhaopeng Tu, Andy Way, et al.2017 · 291 citations
  37. Statistical Machine Translation for Query Expansion in Answer RetrievalStefan Riezler, Alexander Vasserman, Ioannis Tsochantaridis, et al.2007 · 291 citations
  38. The Distributional Inclusion Hypotheses and Lexical EntailmentMaayan Geffet, Ido Dagan2005 · 291 citations
  39. Can language models learn from explanations in context?Andrew Lampinen, Ishita Dasgupta, Stephanie Chan, et al.2022 · 290 citations
  40. Challenges and Strategies in Cross-Cultural NLPDaniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
  41. HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingHanrui Wang, Zhanghao Wu, Zhijian Liu, et al.2020 · 290 citations
  42. SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for RumoursGenevieve Gorrell, Elena Kochkina, Maria Liakata, et al.2019 · 290 citations
  43. Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online PostingsHan-Chin Shing, Suraj Nair, Ayah Zirikly, et al.2018 · 290 citations
  44. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationXinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 290 citations
  45. Emotion Intensities in TweetsSaif Mohammad, Felipe Bravo-Marquez2017 · 290 citations
  46. Detecting Sarcasm in Multimodal Social PlatformsRossano Schifanella, Paloma de Juan, Joel Tetreault, et al.2016 · 290 citations
  47. Modeling Biological Processes for Reading ComprehensionJonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.2014 · 290 citations
  48. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceTal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
  49. CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language ProcessingOssama Obeid, Nasser Zalmout, Salam Khalifa, et al.2020 · 289 citations
  50. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 289 citations
  51. Target-oriented Opinion Words Extraction with Target-fused Neural Sequence LabelingZhifang Fan, Zhen Wu, Xin-Yu Dai, et al.2019 · 289 citations
  52. SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of NominalsIris Hendrickx, Su Nam Kim, Zornitsa Kozareva, et al.2010 · 289 citations
  53. Methods for Using Textual Entailment in Open-Domain Question AnsweringSanda Harabagiu, Andrew Hickl2006 · 289 citations
  54. Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New SentencesBo Pang, Kevin Knight, Daniel Marcu2003 · 289 citations
  55. An Algorithm for Finding Noun Phrase Correspondences in Bilingual CorporaJulian Kupiec1993 · 289 citations
  56. MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningXiang Yue, Xingwei Qu, Ge Zhang, et al.2023 · 288 citations
  57. On-Policy Distillation of Language Models: Learning from Self-Generated MistakesRishabh Agarwal, Nino Vieillard, Yongchao Zhou, et al.2023 · 288 citations
  58. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationAlexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 288 citations
  59. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationJie Zhou, Xu Han, Cheng Yang, et al.2019 · 288 citations
  60. Structural Scaffolds for Citation Intent Classification in Scientific PublicationsArman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 288 citations
  61. emrQA: A Large Corpus for Question Answering on Electronic Medical RecordsAnusri Pampari, Preethi Raghavan, Jennifer Liang, et al.2018 · 288 citations
  62. Learning to Translate in Real-time with Neural Machine TranslationJiatao Gu, Graham Neubig, Kyunghyun Cho, et al.2017 · 288 citations
  63. The Arabic Online Commentary Dataset: an Annotated Dataset of Informal Arabic with High Dialectal ContentOmar F. Zaidan, Chris Callison-Burch2011 · 288 citations
  64. Translating Named Entities Using Monolingual and Bilingual ResourcesYaser Al-Onaizan, Kevin Knight2002 · 288 citations
  65. An Efficient Method for Determining Bilingual Word ClassesFranz Josef Och1999 · 288 citations
  66. Automatic Identification of Non-compositional PhrasesDekang Lin1999 · 288 citations
  67. Socratic Models: Composing Zero-Shot Multimodal Reasoning with LanguageAndy Zeng, Maria Attarian, Brian Ichter, et al.2022 · 287 citations
  68. Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersJue Wang, Wei Lu2020 · 287 citations
  69. Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationMinghao Hu, Yuxing Peng, Zhen Huang, et al.2019 · 287 citations
  70. Transfer Learning across Low-Resource, Related Languages for Neural Machine TranslationToan Q. Nguyen, David Chiang2017 · 287 citations
  71. Computational Sociolinguistics: A SurveyDong Nguyen, A. Seza Doğruöz, Carolyn P. Rosé, et al.2016 · 287 citations
  72. Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared TaskShervin Malmasi, Marcos Zampieri, Nikola Ljubešić, et al.2016 · 287 citations
  73. Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity RecognitionTimothy Baldwin, Marie Catherine de Marneffe, Bo Han, et al.2015 · 287 citations
  74. Learning Grounded Meaning Representations with AutoencodersCarina Silberer, Mirella Lapata2014 · 287 citations
  75. Efficient and Effective Text Encoding for Chinese LLaMA and AlpacaYiming Cui, Ziqing Yang, Xin Yao2023 · 286 citations
  76. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
  77. Text Generation from Knowledge Graphs with Graph TransformersRik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, et al.2019 · 286 citations
  78. Machine Translation of Arabic DialectsRabih Zbib, Erika Malchiodi, Jacob Devlin, et al.2012 · 286 citations
  79. Machine Translation Using Probabilistic Synchronous Dependency Insertion GrammarsYuan Ding, Martha Palmer2005 · 286 citations
  80. The First International Chinese Word Segmentation BakeoffRichard Sproat, Thomas Emerson2003 · 286 citations
  81. A Statistical Approach to Anaphora ResolutionNiyu Ge, John Hale, Eugene Charniak1998 · 286 citations
  82. ReClor: A Reading Comprehension Dataset Requiring Logical ReasoningWeihao Yu, Zihang Jiang, Yanfei Dong, et al.2020 · 285 citations
  83. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase IdentificationYinfei Yang, Yuan Zhang, Chris Tar, et al.2019 · 285 citations
  84. Learning to Paraphrase for Question AnsweringLi Dong, Jonathan Mallinson, Siva Reddy, et al.2017 · 285 citations
  85. A Bayesian Mixed Effects Model of Literary CharacterDavid Bamman, Ted Underwood, Noah A. Smith2014 · 285 citations
  86. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskenazi2020 · 284 citations
  87. Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big ChallengesQingsong Ma, Johnny Wei, Ondřej Bojar, et al.2019 · 284 citations
  88. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 284 citations
  89. Ranking Sentences for Extractive Summarization with Reinforcement LearningShashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 284 citations
  90. Scoring Coreference Partitions of Predicted Mentions: A Reference ImplementationSameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.2014 · 284 citations
  91. Lexical Generalization in CCG Grammar Induction for Semantic ParsingTom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, et al.2011 · 284 citations
  92. Improvements in Phrase-Based Statistical Machine TranslationRichard Zens, Hermann Ney2004 · 284 citations
  93. Spelling Error Correction with Soft-Masked BERTShaohua Zhang, Haoran Huang, Jicong Liu, et al.2020 · 283 citations
  94. Large-Scale Multi-Label Text Classification on EU LegislationIlias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis, et al.2019 · 283 citations
  95. Diachronic word embeddings and semantic shifts: a surveyAndrey Kutuzov, Lilja Øvrelid, Terrence Szymanski, et al.2018 · 283 citations
  96. Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, et al.2018 · 283 citations
  97. Large Language Model based Multi-Agents: A Survey of Progress and ChallengesTaicheng Guo, Xiuying Chen, Yaqi Wang, et al.2024 · 282 citations
  98. API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsMinghao Li, Yingxiu Zhao, Bowen Yu, et al.2023 · 282 citations
  99. HuatuoGPT, Towards Taming Language Model to Be a DoctorHongbo Zhang, Junying Chen, Feng Jiang, et al.2023 · 282 citations
  100. Is ChatGPT a Good NLG Evaluator? A Preliminary StudyJiaan Wang, Yunlong Liang, Fandong Meng, et al.2023 · 282 citations

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