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Works of United Kingdom

704 · page 1 of 8 · the most cited first · ← United Kingdom

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  1. Very Deep Convolutional Networks for Large-Scale Image RecognitionKaren Simonyan, Andrew Zisserman2014 · 72,803 citations
  2. Highly accurate protein structure prediction with AlphaFoldJohn Jumper, Richard Evans, Alexander Pritzel, et al.2021 · 43,470 citations
  3. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
  4. Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
  5. Graph Attention NetworksPetar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 8,996 citations
  6. GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language UnderstandingAlex Wang, Amanpreet Singh, Julian Michael, et al.2018 · 7,141 citations
  7. Large Language Models Encode Clinical KnowledgeKaran Singhal, Shekoofeh Azizi, Tao Tu, et al.2022 · 4,464 citations
  8. The Cambridge Grammar of the English LanguageRodney Huddleston, Geoffrey K. Pullum2002 · 4,249 citations
  9. Teaching Machines to Read and ComprehendKarl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, et al.2015 · 3,806 citations
  10. Continual Lifelong Learning with Neural Networks: A ReviewGerman I. Parisi, Ronald Kemker, Jose L. Part, et al.2018 · 3,210 citations
  11. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
  12. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Alex Kendall, Yarin Gal2017 · 2,844 citations
  13. Stochastic Backpropagation and Approximate Inference in Deep Generative ModelsDanilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra2014 · 2,586 citations
  14. Assessing Agreement on Classification Tasks: The Kappa StatisticJean Carletta1996 · 2,462 citations
  15. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,460 citations
  16. SemEval-2014 Task 4: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, John Pavlopoulos, et al.2014 · 2,405 citations
  17. Emergent Abilities of Large Language ModelsJason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,215 citations
  18. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,205 citations
  19. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,187 citations
  20. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,107 citations
  21. TruthfulQA: Measuring How Models Mimic Human FalsehoodsStephanie Lin, Jacob Hilton, Owain Evans2022 · 2,047 citations
  22. PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationJingqing Zhang, Yao Zhao, Mohammad Saleh, et al.2019 · 1,806 citations
  23. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  24. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
  25. Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringGautier Izacard, Edouard Grave2021 · 1,674 citations
  26. SemEval-2016 Task 5: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2016 · 1,656 citations
  27. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  28. Recurrent Continuous Translation ModelsNal Kalchbrenner, Phil Blunsom2013 · 1,597 citations
  29. Competition-Level Code Generation with AlphaCodeYujia Li, David Choi, Junyoung Chung, et al.2022 · 1,543 citations
  30. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,511 citations
  31. Multiword Expressions: A Pain in the Neck for NLPIvan A. Sag, Timothy Baldwin, Francis Bond, et al.2002 · 1,497 citations
  32. LEGAL-BERT: The Muppets straight out of Law SchoolIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,490 citations
  33. Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational SpeechAndreas Stolcke, Klaus Ries, Noah Coccaro, et al.2000 · 1,447 citations
  34. SemEval-2015 Task 12: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2015 · 1,446 citations
  35. brat: a Web-based Tool for NLP-Assisted Text AnnotationPontus Stenetorp, Sampo Pyysalo, Goran Topić, et al.2012 · 1,368 citations
  36. Generation and Comprehension of Unambiguous Object DescriptionsJunhua Mao, Jonathan Huang, Alexander Toshev, et al.2015 · 1,358 citations
  37. Long Short-Term Memory-Networks for Machine ReadingJianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,300 citations
  38. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,192 citations
  39. 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
  40. Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsKaren Simonyan, Andrea Vedaldi, Andrew Zisserman2013 · 1,153 citations
  41. BERTweet: A pre-trained language model for English TweetsDat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen2020 · 1,139 citations
  42. StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,131 citations
  43. Predicting the Type and Target of Offensive Posts in Social MediaMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,113 citations
  44. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,109 citations
  45. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingDiego Marcheggiani, Ivan Titov2017 · 1,101 citations
  46. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,026 citations
  47. Introduction to the Special Issue on the Web as CorpusAdam Kilgarriff, Gregory Grefenstette2003 · 1,007 citations
  48. A Theoretically Grounded Application of Dropout in Recurrent Neural NetworksYarin Gal, Zoubin Ghahramani2015 · 1,001 citations
  49. Neural Summarization by Extracting Sentences and WordsJianpeng Cheng, Mirella Lapata2016 · 1,000 citations
  50. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 962 citations
  51. TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationFrancesco Barbieri, Jose Camacho-Collados, Leonardo Neves, et al.2020 · 952 citations
  52. Universal and Transferable Adversarial Attacks on Aligned Language ModelsAndy Zou, Zifan Wang, Nicholas Carlini, et al.2023 · 951 citations
  53. An Algorithm for Pronominal Anaphora ResolutionShalom Lappin, Herbert J. Leass1994 · 945 citations
  54. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  55. Findings of the 2014 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Christian Federmann, et al.2014 · 923 citations
  56. Clause Restructuring for Statistical Machine TranslationMichael Collins, Philipp Koehn, Ivona Kučerová2005 · 918 citations
  57. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
  58. Modeling Local Coherence: An Entity-Based ApproachRegina Barzilay, Mirella Lapata2008 · 912 citations
  59. Dependency-Based Construction of Semantic Space ModelsSebastian Padó, Mirella Lapata2007 · 906 citations
  60. Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
  61. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
  62. A Convolutional Neural Network for Modelling SentencesNal Kalchbrenner, Edward Grefenstette, Phil Blunsom2014 · 824 citations
  63. Recognizing Contextual Polarity: An Exploration of Features for Phrase-Level Sentiment AnalysisTheresa Wilson, Janyce Wiebe, Paul Hoffmann2009 · 824 citations
  64. Paraphrasing with Bilingual Parallel CorporaColin Bannard, Chris Callison-Burch2005 · 821 citations
  65. A New Dataset and Method for Automatically Grading ESOL TextsHelen Yannakoudakis, Ted Briscoe, Ben Medlock2011 · 813 citations
  66. TuckER: Tensor Factorization for Knowledge Graph CompletionIvana Balažević, Carl Allen, Timothy M. Hospedales2019 · 792 citations
  67. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
  68. Summarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 775 citations
  69. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 758 citations
  70. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
  71. Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 747 citations
  72. Overview of BioNLP'09 Shared Task on Event ExtractionJin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, et al.2009 · 735 citations
  73. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 735 citations
  74. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter Fox2019 · 724 citations
  75. ProgPrompt: Generating Situated Robot Task Plans using Large Language ModelsIshika Singh, Valts Blukis, Arsalan Mousavian, et al.2022 · 710 citations
  76. Advances in domain independent linear text segmentationFreddy Y. Y. Choi2000 · 694 citations
  77. Crosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.2022 · 692 citations
  78. Findings of the 2017 Conference on Machine Translation (WMT17)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 685 citations
  79. Learning multiple visual domains with residual adaptersSylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi2017 · 670 citations
  80. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
  81. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl DataGuillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, et al.2020 · 650 citations
  82. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 646 citations
  83. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 627 citations
  84. Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear ModelsStephen Clark, James R. Curran2007 · 625 citations
  85. Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
  86. e-SNLI: Natural Language Inference with Natural Language ExplanationsOana-Maria Camburu, Tim Rocktäschel, Thomas Lukasiewicz, et al.2018 · 612 citations
  87. CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn TreebankJulia Hockenmaier, Mark Steedman2007 · 611 citations
  88. Role-Play with Large Language ModelsMurray Shanahan, Kyle McDonell, Laria Reynolds2023 · 606 citations
  89. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  90. Named Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
  91. The WebNLG Challenge: Generating Text from RDF DataClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 579 citations
  92. PhoBERT: Pre-trained language models for VietnameseDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
  93. Sentence Simplification with Deep Reinforcement LearningXingxing Zhang, Mirella Lapata2017 · 567 citations
  94. MIND: A Large-scale Dataset for News RecommendationFangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
  95. Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 558 citations
  96. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language ModelsLonghui Yu, Weisen Jiang, Han Shi, et al.2023 · 556 citations
  97. Reducing Transformer Depth on Demand with Structured DropoutAngela Fan, Edouard Grave, Armand Joulin2019 · 546 citations
  98. Edinburgh System Description for the 2005 IWSLT Speech Translation EvaluationPhilipp Koehn, Amittai Axelrod, Alexandra Birch Mayne, et al.2005 · 545 citations
  99. A Structured Review of the Validity of BLEUEhud Reiter2018 · 538 citations
  100. Automatic Annotation and Evaluation of Error Types for Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Ted Briscoe2017 · 534 citations

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