🎓 Works of University of Toronto

40 works · the most cited first · ← University of Toronto

1. Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
2. Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionKelvin Xu, Jimmy Ba, Ryan Kiros, et al.2015 · 7,483 citations
3. Lexicon-Based Methods for Sentiment AnalysisMaite Taboada, Julian Brooke, Milan Tofiloski, et al.2011 · 3,556 citations
4. Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading BooksYukun Zhu, Ryan Kiros, Richard Zemel, et al.2015 · 3,030 citations
5. Evaluating WordNet-based Measures of Lexical Semantic RelatednessAlexander Budanitsky, Graeme Hirst2006 · 1,610 citations
6. Sequence Transduction with Recurrent Neural NetworksAlex Graves2012 · 1,396 citations
7. Unifying Visual-Semantic Embeddings with Multimodal Neural Language ModelsRyan Kiros, Ruslan Salakhutdinov, Richard S. Zemel2014 · 1,315 citations
8. Lexical Cohesion Computed by Thesaural relations as an indicator of the structure of textJane Morris, Graeme Hirst1991 · 1,079 citations
9. Large Language Models Are Human-Level Prompt EngineersYongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, et al.2022 · 677 citations
10. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsJohn Giorgi, Osvald Nitski, Bo Wang, et al.2021 · 513 citations
11. Regularizing Neural Networks by Penalizing Confident Output DistributionsGabriel Pereyra, George Tucker, Jan Chorowski, et al.2017 · 482 citations
12. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 379 citations
13. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
14. Unsupervised Type and Token Identification of Idiomatic ExpressionsAfsaneh Fazly, Paul Cook, Suzanne Stevenson2009 · 301 citations
15. Near-Synonymy and Lexical ChoicePhilip Edmonds, Graeme Hirst2002 · 300 citations
16. ALFWorld: Aligning Text and Embodied Environments for Interactive LearningMohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al.2020 · 299 citations
17. On-Policy Distillation of Language Models: Learning from Self-Generated MistakesRishabh Agarwal, Nino Vieillard, Yongchao Zhou, et al.2023 · 288 citations
18. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 275 citations
19. A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-EditingVanessa Wei Feng, Graeme Hirst2014 · 250 citations
20. The Curse of Recursion: Training on Generated Data Makes Models ForgetIlia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.2023 · 250 citations
21. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
22. Text-level Discourse Parsing with Rich Linguistic FeaturesVanessa Wei Feng, Graeme Hirst2012 · 208 citations
23. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningShivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 202 citations
24. Representation Degeneration Problem in Training Natural Language Generation ModelsJun Gao, Di He, Xu Tan, et al.2019 · 179 citations
25. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 155 citations
26. Generative Verifiers: Reward Modeling as Next-Token PredictionLunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 143 citations
27. SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.2023 · 135 citations
28. Automatically Constructing a Lexicon of Verb Phrase Idiomatic CombinationsAfsaneh Fazly, Suzanne Stevenson2006 · 131 citations
29. OpenWebMath: An Open Dataset of High-Quality Mathematical Web TextKeiran Paster, Marco Dos Santos, Zhangir Azerbayev, et al.2023 · 124 citations
30. Speech Acts and RationalityPhilip R. Cohen, Hector J. Levesque1985 · 117 citations
31. The Repair of Speech Act Misunderstandings by Abductive InferenceSusan W. McRoy, Graeme Hirst1995 · 109 citations
32. Using the Web in Machine Learning for Other-Anaphora ResolutionNatalia N. Modjeska, Katja Markert, Malvina Nissim2003 · 70 citations
33. Interpreting Anaphoric Shell Nouns using Antecedents of Cataphoric Shell Nouns as Training DataVarada Kolhatkar, Heike Zinsmeister, Graeme Hirst2013 · 29 citations
34. The Typological Classification of the Hebrew of Genesis: Subject-Verb or Verb-Subject?Robert D. Holmstedt2011 · 15 citations
35. Translating near-synonyms: Possibilities and preferences in the interlinguaPhilip Edmonds1998 · 14 citations
36. Plans, Inference, and Indirect Speech ActsJames F. Allen1979 · 6 citations
37. Analyzing זֶה Grammar and Reading זֶה Texts of Ps 68:9 and Judg 5:5Robert D. Holmstedt2014 · 6 citations
38. Hebrew Linguistics and Biblical Criticism: A Minimalist ProgrammeVincent De Caën2001 · 3 citations
39. A Linguistic Reappraisal of the Biblical Hebrew AccusativeJacques Boulet2019
40. Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT EvaluationLuke Zhang, Justin Vasselli, Aditya Khan, et al.2026

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