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Works of United States

2809 · page 7 of 29 · the most cited first · ← United States

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  1. Towards a Human-like Open-Domain ChatbotDaniel Adiwardana, Minh-Thang Luong, David R. So, et al.2020 · 573 citations
  2. Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 573 citations
  3. ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionThomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
  4. PhoBERT: Pre-trained language models for VietnameseDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
  5. Multilingual Universal Sentence Encoder for Semantic RetrievalYinfei Yang, Daniel Cer, Amin Ahmad, et al.2020 · 571 citations
  6. AudioLM: a Language Modeling Approach to Audio GenerationZalan Borsos, Raphael Marinier, Damien Vincent, et al.2022 · 570 citations
  7. An Unsupervised Aspect-Sentiment Model for Online ReviewsSamuel Brody, Noemie Elhadad2010 · 569 citations
  8. Incremental Parsing with the Perceptron AlgorithmMichael Collins, Brian Roark2004 · 568 citations
  9. Supertagging: An Approach to Almost ParsingSrinivas Bangalore, Aravind K. Joshi1999 · 567 citations
  10. Parallel Implementations of Word Alignment ToolQin Gao, Stephan Vogel2008 · 566 citations
  11. Learning How to Ask: Querying LMs with Mixtures of Soft PromptsGuanghui Qin, Jason Eisner2021 · 566 citations
  12. Improving Factuality and Reasoning in Language Models through Multiagent DebateYilun Du, Shuang Li, Antonio Torralba, et al.2023 · 564 citations
  13. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsYujia Qin, Shihao Liang, Yining Ye, et al.2023 · 564 citations
  14. LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language ModelsChan Hee Song, Jiaman Wu, Clayton Washington, et al.2022 · 563 citations
  15. Massive Exploration of Neural Machine Translation ArchitecturesDenny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 562 citations
  16. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 562 citations
  17. Collecting Image Annotations Using Amazon's Mechanical TurkCyrus Rashtchian, Peter Young, Micah Hodosh, et al.2010 · 562 citations
  18. Leveraging Pre-trained Checkpoints for Sequence Generation TasksSascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 562 citations
  19. MIND: A Large-scale Dataset for News RecommendationFangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
  20. Finding Parts in Very Large CorporaMatthew Berland, Eugene Charniak1999 · 560 citations
  21. Large Language Models Can Self-ImproveJiaxin Huang, Shixiang Gu, Le Hou, et al.2023 · 560 citations
  22. Sentence Level Discourse Parsing using Syntactic and Lexical InformationRadu Soricut, Daniel Marcu2003 · 560 citations
  23. Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media TextSoo-Min Kim, Eduard Hovy2006 · 559 citations
  24. The Fisher Corpus: a Resource for the Next Generations of Speech-to-TextChristopher Cieri, David Miller, Kevin Walker2004 · 558 citations
  25. Unsupervised Modeling of Twitter ConversationsAlan Ritter, Colin Cherry, Bill Dolan2010 · 557 citations
  26. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 556 citations
  27. Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 555 citations
  28. Event Detection and Domain Adaptation with Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 554 citations
  29. Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 554 citations
  30. Cross-Sentence N-ary Relation Extraction with Graph LSTMsNanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 553 citations
  31. Dependency Treelet Translation: Syntactically Informed Phrasal SMTChris Quirk, Arul Menezes, Colin Cherry2005 · 549 citations
  32. Sentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 548 citations
  33. Learning to Compose Neural Networks for Question AnsweringJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 547 citations
  34. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementJason Lee, Elman Mansimov, Kyunghyun Cho2018 · 547 citations
  35. Reducing Transformer Depth on Demand with Structured DropoutAngela Fan, Edouard Grave, Armand Joulin2019 · 546 citations
  36. Precise Zero-Shot Dense Retrieval without Relevance LabelsLuyu Gao, Xueguang Ma, Jimmy Lin, et al.2022 · 545 citations
  37. Edinburgh System Description for the 2005 IWSLT Speech Translation EvaluationPhilipp Koehn, Amittai Axelrod, Alexandra Birch Mayne, et al.2005 · 545 citations
  38. Fully Character-Level Neural Machine Translation without Explicit SegmentationJason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 545 citations
  39. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 544 citations
  40. SearchQA: A New Q&A Dataset Augmented with Context from a Search EngineMatthew Dunn, Levent Sagun, Mike Higgins, et al.2017 · 543 citations
  41. Facebook FAIR's WMT19 News Translation Task SubmissionNathan Ng, Kyra Yee, Alexei Baevski, et al.2019 · 543 citations
  42. Meteor 1.3: Automatic Metric for Reliable Optimization and Evaluation of Machine Translation SystemsMichael Denkowski, Alon Lavie2011 · 541 citations
  43. TextBugger: Generating Adversarial Text Against Real-world ApplicationsJinfeng Li, Shouling Ji, Tianyu Du, et al.2018 · 541 citations
  44. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodeNaman Jain, King Han, Alex Gu, et al.2024 · 540 citations
  45. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsDi Jin, Eileen Pan, Nassim Oufattole, et al.2020 · 540 citations
  46. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh, et al.2018 · 539 citations
  47. The Importance of Syntactic Parsing and Inference in Semantic Role LabelingVasin Punyakanok, Dan Roth, Wen-tau Yih2008 · 538 citations
  48. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.2019 · 536 citations
  49. Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked RulesHeeyoung Lee, Angel Chang, Yves Peirsman, et al.2013 · 536 citations
  50. Jailbreaking Black Box Large Language Models in Twenty QueriesPatrick Chao, Alexander Robey, Edgar Dobriban, et al.2023 · 533 citations
  51. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningArmen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 530 citations
  52. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language ModelsChaoyou Fu, Peixian Chen, Yunhang Shen, et al.2023 · 529 citations
  53. Towards AI-Complete Question Answering: A Set of Prerequisite Toy TasksJason Weston, Antoine Bordes, Sumit Chopra, et al.2015 · 529 citations
  54. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text PairsChristoph Schuhmann, Richard Vencu, Romain Beaumont, et al.2021 · 528 citations
  55. The Second Conversational Intelligence Challenge (ConvAI2)Emily Dinan, Varvara Logacheva, Valentin Malykh, et al.2019 · 525 citations
  56. Large Language Models Can Be Easily Distracted by Irrelevant ContextFreda Shi, Xinyun Chen, Kanishka Misra, et al.2023 · 525 citations
  57. Simple, Scalable Adaptation for Neural Machine TranslationAnkur Bapna, Orhan Firat2019 · 524 citations
  58. Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model ParametersCharlie Snell, Jaehoon Lee, Kelvin Xu, et al.2024 · 524 citations
  59. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionDevamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 523 citations
  60. The Natural Language Decathlon: Multitask Learning as Question AnsweringBryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 523 citations
  61. VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and InterpretationChanghan Wang, Morgane Riviere, Ann Lee, et al.2021 · 522 citations
  62. Generation that Exploits Corpus-Based Statistical KnowledgeIrene Langkilde, Kevin Knight1998 · 521 citations
  63. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
  64. Using Corpus Statistics and WordNet Relations for Sense IdentificationClaudia Leacock, Martin Chodorow, George A. Miller1998 · 518 citations
  65. Instruction Tuning for Large Language Models: A SurveyShengyu Zhang, Linfeng Dong, Xiaoya Li, et al.2023 · 515 citations
  66. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
  67. Toward Controlled Generation of TextZhiting Hu, Zichao Yang, Xiaodan Liang, et al.2017 · 513 citations
  68. An Unsupervised Approach to Recognizing Discourse RelationsDaniel Marcu, Abdessamad Echihabi2002 · 513 citations
  69. Crowdsourcing Multiple Choice Science QuestionsJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 513 citations
  70. Learning Gender-Neutral Word EmbeddingsJieyu Zhao, Yichao Zhou, Zeyu Li, et al.2018 · 512 citations
  71. FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 510 citations
  72. Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?Christopher D. Manning2011 · 510 citations
  73. MLS: A Large-Scale Multilingual Dataset for Speech ResearchVineel Pratap, Qiantong Xu, Anuroop Sriram, et al.2020 · 510 citations
  74. Assessing BERT's Syntactic AbilitiesYoav Goldberg2019 · 509 citations
  75. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksJi Young Lee, Franck Dernoncourt2016 · 509 citations
  76. A Structured Vector Space Model for Word Meaning in ContextKatrin Erk, Sebastian Padó2008 · 508 citations
  77. A Discriminative Graph-Based Parser for the Abstract Meaning RepresentationJeffrey Flanigan, Sam Thomson, Jaime Carbonell, et al.2014 · 508 citations
  78. Empirical Methods for Compound SplittingPhilipp Koehn, Kevin Knight2003 · 507 citations
  79. Benchmarking Aggression Identification in Social MediaRitesh Kumar, Atul Kr. Ojha, Shervin Malmasi, et al.2018 · 507 citations
  80. Marian: Fast Neural Machine Translation in C++Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, et al.2018 · 506 citations
  81. Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared TaskHeeyoung Lee, Yves Peirsman, Angel Chang, et al.2011 · 506 citations
  82. Sentiment Analysis in the Era of Large Language Models: A Reality CheckWenxuan Zhang, Yue Deng, Bing Liu, et al.2023 · 505 citations
  83. Two/Too Simple Adaptations of Word2Vec for Syntax ProblemsWang Ling, Chris Dyer, Alan W. Black, et al.2015 · 504 citations
  84. Chinese Word Segmentation as Character TaggingNianwen Xue2003 · 504 citations
  85. Towards Expert-Level Medical Question Answering with Large Language ModelsKaran Singhal, Tao Tu, Juraj Gottweis, et al.2023 · 503 citations
  86. What is the Jeopardy Model? A Quasi-Synchronous Grammar for QAMengqiu Wang, Noah A. Smith, Teruko Mitamura2007 · 503 citations
  87. ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsJohn Wieting, Kevin Gimpel2018 · 503 citations
  88. Gender Bias in Contextualized Word EmbeddingsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 503 citations
  89. Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong, et al.2024 · 503 citations
  90. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 500 citations
  91. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 494 citations
  92. Deep Visual-Semantic Alignments for Generating Image DescriptionsAndrej Karpathy, Li Fei-Fei2014 · 493 citations
  93. On building a more efficient grammar by exploiting typesDan Flickinger2000 · 492 citations
  94. Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 492 citations
  95. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  96. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data TasksJason Phang, Thibault Févry, Samuel R. Bowman2018 · 490 citations
  97. SemEval-2015 Task 10: Sentiment Analysis in TwitterSara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, et al.2015 · 490 citations
  98. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 490 citations
  99. Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 490 citations
  100. Phi-4 Technical ReportMarah Abdin, Jyoti Aneja, Harkirat Behl, et al.2024 · 489 citations

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