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Works of University of Cambridge

119 works · page 1 of 2 · the most cited first · ← University of Cambridge

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  1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
  2. Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
  3. Graph Attention NetworksPetar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 8,996 citations
  4. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Alex Kendall, Yarin Gal2017 · 2,844 citations
  5. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,205 citations
  6. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
  7. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  8. Multiword Expressions: A Pain in the Neck for NLPIvan A. Sag, Timothy Baldwin, Francis Bond, et al.2002 · 1,497 citations
  9. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,192 citations
  10. StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,131 citations
  11. A Theoretically Grounded Application of Dropout in Recurrent Neural NetworksYarin Gal, Zoubin Ghahramani2015 · 1,001 citations
  12. 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
  13. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
  14. A New Dataset and Method for Automatically Grading ESOL TextsHelen Yannakoudakis, Ted Briscoe, Ben Medlock2011 · 813 citations
  15. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
  16. Summarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 775 citations
  17. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
  18. Crosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.2022 · 692 citations
  19. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
  20. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 646 citations
  21. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  22. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language ModelsLonghui Yu, Weisen Jiang, Han Shi, et al.2023 · 556 citations
  23. Automatic Annotation and Evaluation of Error Types for Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Ted Briscoe2017 · 534 citations
  24. Automatic classification of citation functionSimone Teufel, Advaith Siddharthan, Dan Tidhar2006 · 516 citations
  25. The Second Release of the RASP SystemTed Briscoe, John Carroll, Rebecca Watson2006 · 503 citations
  26. Gender Bias in Contextualized Word EmbeddingsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 503 citations
  27. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
  28. Agenda-Based User Simulation for Bootstrapping a POMDP Dialogue SystemJost Schatzmann, Blaise Thomson, Karl Weilhammer, et al.2007 · 452 citations
  29. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
  30. Self-Alignment Pretraining for Biomedical Entity RepresentationsFangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al.2021 · 432 citations
  31. Word-Based Dialog State Tracking with Recurrent Neural NetworksMatthew Henderson, Blaise Thomson, Steve Young2014 · 431 citations
  32. Offline bilingual word vectors, orthogonal transformations and the inverted softmaxSamuel L. Smith, David H. P. Turban, Steven Hamblin, et al.2017 · 426 citations
  33. A Stochastic Finite-State Word-Segmentation Algorithm for ChineseRichard W. Sproat, Chilin Shih, William Gale, et al.1996 · 410 citations
  34. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
  35. On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 396 citations
  36. Automatic Extraction of Subcategorization from CorporaTed Briscoe, John Carroll1997 · 385 citations
  37. Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
  38. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 371 citations
  39. SemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.2020 · 351 citations
  40. Robust Accurate Statistical Annotation of General TextTed Briscoe, John Carroll2002 · 350 citations
  41. Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 340 citations
  42. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  43. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityDaniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 315 citations
  44. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
  45. Challenges and Applications of Large Language ModelsJean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 300 citations
  46. AdapterDrop: On the Efficiency of Adapters in TransformersAndreas Rücklé, Gregor Geigle, Max Glockner, et al.2021 · 294 citations
  47. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  48. Black Holes and White Rabbits: Metaphor Identification with Visual FeaturesEkaterina Shutova, Douwe Kiela, Jean Maillard2016 · 292 citations
  49. Metaphor as a Medium for Emotion: An Empirical StudySaif Mohammad, Ekaterina Shutova, Peter Turney2016 · 285 citations
  50. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 275 citations
  51. ConveRT: Efficient and Accurate Conversational Representations from TransformersMatthew Henderson, Iñigo Casanueva, Nikola Mrkšić, et al.2020 · 267 citations
  52. Weakly Supervised Learning for Hedge Classification in Scientific LiteratureBen Medlock, Ted Briscoe2007 · 266 citations
  53. Automatic Text Scoring Using Neural NetworksDimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei2016 · 257 citations
  54. BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 LanguagesBenjamin Heinzerling, Michael Strube2018 · 256 citations
  55. Personality Traits in Large Language ModelsGreg Serapio-Garcia, Mustafa Safdari, Clement Crepy, et al.2023 · 251 citations
  56. The Curse of Recursion: Training on Generated Data Makes Models ForgetIlia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.2023 · 250 citations
  57. Metaphor Identification Using Verb and Noun ClusteringEkaterina Shutova, Lin Sun, Anna Korhonen2010 · 250 citations
  58. Multimodal Few-Shot Learning with Frozen Language ModelsMaria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 238 citations
  59. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  60. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
  61. An Empirical Study on Compositionality in Compound NounsSiva Reddy, Diana McCarthy, Suresh Manandhar2011 · 233 citations
  62. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
  63. Text Readability Assessment for Second Language LearnersMenglin Xia, Ekaterina Kochmar, Ted Briscoe2016 · 222 citations
  64. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  65. Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence RerankingTsung-Hsien Wen, Milica Gašić, Dongho Kim, et al.2015 · 212 citations
  66. Autoformalization with Large Language ModelsYuhuai Wu, Albert Q. Jiang, Wenda Li, et al.2022 · 202 citations
  67. On NMT Search Errors and Model Errors: Cat Got Your Tongue?Felix Stahlberg, Bill Byrne2019 · 197 citations
  68. Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation ProblemDanielle Saunders, Bill Byrne2020 · 196 citations
  69. Statistical Metaphor ProcessingEkaterina Shutova, Simone Teufel, Anna Korhonen2013 · 196 citations
  70. An Algebra for Semantic Construction in Constraint-based GrammarsAnn Copestake, Alex Lascarides, Dan Flickinger2001 · 180 citations
  71. Knowledge Conflicts for LLMs: A SurveyRongwu Xu, Zehan Qi, Zhijiang Guo, et al.2024 · 179 citations
  72. The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared TaskRami Aly, Zhijiang Guo, Michael Sejr Schlichtkrull, et al.2021 · 178 citations
  73. Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal ProofsAlbert Q. Jiang, Sean Welleck, Jin Peng Zhou, et al.2022 · 175 citations
  74. UNKs Everywhere: Adapting Multilingual Language Models to New ScriptsJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2021 · 174 citations
  75. Neural Machine Translation Decoding with Terminology ConstraintsEva Hasler, Adrià de Gispert, Gonzalo Iglesias, et al.2018 · 170 citations
  76. Metaphor Corpus Annotated for Source - Target Domain MappingsEkaterina Shutova, Simone Teufel2010 · 164 citations
  77. Testing the Predictions of Surprisal Theory in 11 LanguagesEthan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
  78. Locally Typical SamplingClara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 152 citations
  79. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
  80. Transition-Based Parsing of the Chinese Treebank using a Global Discriminative ModelYue Zhang, Stephen Clark2009 · 151 citations
  81. OpenWebMath: An Open Dataset of High-Quality Mathematical Web TextKeiran Paster, Marco Dos Santos, Zhangir Azerbayev, et al.2023 · 124 citations
  82. Parsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che, et al.2018 · 121 citations
  83. Corpus Annotation for Parser EvaluationJohn Carroll, Guido Minnen, Ted Briscoe1999 · 111 citations
  84. Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different SchemesYufan Guo, Anna Korhonen, Maria Liakata, et al.2010 · 93 citations
  85. Unbounded Dependency Recovery for Parser EvaluationLaura Rimell, Stephen Clark, Mark Steedman2009 · 86 citations
  86. Evaluation of Dependency Parsers on Unbounded DependenciesJoakim Nivre, Laura Rimell, Ryan McDonald, et al.2010 · 85 citations
  87. Processing Dictionary Definitions with Phrasal Pattern HierarchiesHiyan Alshawi1987 · 84 citations
  88. The Derivation of a Grammatically Indexed Lexicon from the Longman Dictionary of Contemporary EnglishBran Boguraev, Ted Briscoe, John Carroll, et al.1987 · 84 citations
  89. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
  90. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  91. Artificial Error Generation with Machine Translation and Syntactic PatternsMarek Rei, Mariano Felice, Zheng Yuan, et al.2017 · 82 citations
  92. Multiword expressions: linguistic precision and reusabilityAnn Copestake, Fabre Lambeau, Aline Villavicencio, et al.2002 · 80 citations
  93. The Tiberian Pronunciation Tradition of Biblical HebrewGeoffrey Khan2020 · 75 citations
  94. Statistical Anaphora Resolution in Biomedical TextsCaroline Gasperin, Ted Briscoe2008 · 66 citations
  95. Semantic Composition with (Robust) Minimal Recursion SemanticsAnn Copestake2007 · 63 citations
  96. Multi-Tape Two-Level Morphology: A Case Study in Semitic Non-Linear MorphologyGeorge Anton Kiraz1994 · 62 citations
  97. The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error CorrectionDimitris Alikaniotis, Vipul Raheja2019 · 52 citations
  98. The Hebrew of the Dead Sea Scrolls and the Tiberian Reading TraditionAaron D. Hornkohl2020 · 40 citations
  99. A Simple Joint Model for Improved Contextual Neural LemmatizationChaitanya Malaviya, Shijie Wu, Ryan Cotterell2019 · 39 citations
  100. Left Dislocation in North-Eastern Neo-Aramaic dialectsGeoffrey Khan2016 · 34 citations

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