🧑🔬 People (90)Authors with a page here who worked or studied at University of Toronto: first those whose cited work was done most here; beside each, their citations.
Core (19) Confirmed by their records, or by their bylines here with a fair part of their work.
Ruslan Salakhutdinov 2003–2017 on 74 papers · education (Wikidata) · employment (Wikidata) 13 papers here · 28,906 citations Ryan Kiros current · 2014–2016 on 11 papers 3 papers here · 12,415 citations Jimmy Ba 2013–2025 on 50 papers 5 papers here · 10,561 citations Geoffrey Hinton current · 1987–2026 on 194 papers 5 papers here · 25,530 citations Richard Zemel current · 2006–2015 on 12 papers 3 papers here · 12,326 citations Alex Graves 2011–2013 on 15 papers 2 papers here · 7,450 citations Graeme Hirst current · 1984–2024 on 167 papers · employment (ORCID) · employment (Wikidata) 8 papers here · 4,455 citations Adam Santoro 2013–2018 on 11 papers 3 papers here · 5,695 citations Yang Xu 2018–2024 on 11 papers 3 papers here · 6,308 citations Tong Wang 2009–2016 on 8 papers 2 papers here · 2,512 citations Chris J. Maddison current · 2014–2026 on 38 papers 2 papers here · 1,650 citations Suzanne Stevenson current · 1993–2026 on 108 papers 3 papers here · 1,138 citations Keiran Paster current · 2020–2024 on 6 papers 3 papers here · 1,076 citations Paul Cook 2006–2011 on 10 papers 5 papers here · 1,019 citations Afsaneh Fazly 2003–2021 on 38 papers 3 papers here · 482 citations Vanessa Wei Feng 2011–2014 on 11 papers 2 papers here · 458 citations Robert D. Holmstedt current · 2007–2022 on 19 papers 3 papers here · 182 citations Philip Edmonds 1994–1998 on 6 papers 2 papers here · 405 citations Aditya Khan current · 2023–2026 on 5 papers 2 papers here · 15 citations Also published with this affiliation (71) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Yuhuai Wu 2014–2021 on 24 papers 6 papers here · 7,237 citations Rishabh Agarwal 2023–2024 on 2 papers 7 papers here · 3,672 citations Colin Raffel current · 2014–2026 on 15 papers 15 papers here · 11,260 citations Daniel Marcu 1994–1997 on 10 papers 12 papers here · 11,400 citations Adam Trischler 2013–2021 on 4 papers 5 papers here · 2,304 citations Janyce Wiebe 1990–1992 on 3 papers 12 papers here · 13,199 citations Yongchao Zhou 2023–2024 on 3 papers 2 papers here · 1,071 citations James F. Allen 1975–1978 on 4 papers 2 papers here · 1,441 citations Xiaodan Zhu 2006–2010 on 8 papers 4 papers here · 3,710 citations Haokun Liu 2023–2025 on 2 papers 4 papers here · 1,850 citations Tong Zhang 2024 on 2 papers 5 papers here · 3,158 citations Ulrich Germann 2007–2012 on 6 papers 3 papers here · 1,268 citations Jackie Chi Kit Cheung 2009–2014 on 11 papers 10 papers here · 1,220 citations Hannah Liu current · 2023–2026 on 4 papers 3 papers here · 135 citations Haonan Gao 2023–2025 on 3 papers 2 papers here · 135 citations Varada Kolhatkar 2012–2013 on 4 papers 3 papers here · 161 citations Ella Rabinovich 2018–2021 on 11 papers 2 papers here · 343 citations Yoshua Bengio 2021 on 2 papers 23 papers here · 99,938 citations Ilya Sutskever 2008–2017 on 18 papers 13 papers here · 70,805 citations Max Welling 2002–2020 on 12 papers 2 papers here · 23,800 citations Abdelrahman Mohamed 2010–2018 on 19 papers 4 papers here · 18,040 citations Iryna Gurevych 2007–2017 on 2 papers 45 papers here · 16,946 citations Zhiyuan Liu 2022 on 2 papers 23 papers here · 16,385 citations Kelvin Xu 2019–2020 on 2 papers 5 papers here · 15,588 citations Aaron Courville 2002–2003 on 3 papers 7 papers here · 15,544 citations The first 25; all on the full list below.
See all 90 people →
📄 Works in our library (40)The most cited first (OpenAlex citations plus our library's).
Array Programming with NumPy Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al. 2020 · 23,591 citations Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Kelvin Xu, Jimmy Ba, Ryan Kiros, et al. 2015 · 7,483 citations Lexicon-Based Methods for Sentiment Analysis Maite Taboada, Julian Brooke, Milan Tofiloski, et al. 2011 · 3,556 citations Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu, Ryan Kiros, Richard Zemel, et al. 2015 · 3,030 citations Evaluating WordNet-based Measures of Lexical Semantic Relatedness Alexander Budanitsky, Graeme Hirst 2006 · 1,610 citations Sequence Transduction with Recurrent Neural Networks Alex Graves 2012 · 1,396 citations Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel 2014 · 1,315 citations Lexical Cohesion Computed by Thesaural relations as an indicator of the structure of text Jane Morris, Graeme Hirst 1991 · 1,079 citations Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, et al. 2022 · 677 citations DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi, Osvald Nitski, Bo Wang, et al. 2021 · 513 citations Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra, George Tucker, Jan Chorowski, et al. 2017 · 482 citations LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models Neel 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 Li 2023 · 379 citations Computational Argumentation Quality Assessment in Natural Language Henning Wachsmuth, Nona Naderi, Yufang Hou, et al. 2017 · 306 citations Unsupervised Type and Token Identification of Idiomatic Expressions Afsaneh Fazly, Paul Cook, Suzanne Stevenson 2009 · 301 citations Near-Synonymy and Lexical Choice Philip Edmonds, Graeme Hirst 2002 · 300 citations ALFWorld: Aligning Text and Embodied Environments for Interactive Learning Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, et al. 2020 · 299 citations On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes Rishabh Agarwal, Nino Vieillard, Yongchao Zhou, et al. 2023 · 288 citations Llemma: An Open Language Model For Mathematics Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al. 2023 · 275 citations A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing Vanessa Wei Feng, Graeme Hirst 2014 · 250 citations The Curse of Recursion: Training on Generated Data Makes Models Forget Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al. 2023 · 250 citations Humanity's Last Exam Long Phan, Alice Gatti, Ziwen Han, et al. 2025 · 235 citations Text-level Discourse Parsing with Rich Linguistic Features Vanessa Wei Feng, Graeme Hirst 2012 · 208 citations Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh, Freddie Vargus, Daniel D'souza, et al. 2024 · 202 citations Representation Degeneration Problem in Training Natural Language Generation Models Jun Gao, Di He, Xu Tan, et al. 2019 · 179 citations LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al. 2024 · 155 citations See all 40 works →
🧭 TopicsTopics of its works in our library, with the number of works on each.
🧠 Language models & pretraining ( 6) 🕎 Hebrew & Aramaic ( 4) 🐪 Semitic languages ( 4) 💬 Speech act theory ( 3) 🔁 Machine translation ( 3) 📏 Evaluation & benchmarks ( 3) 🧮 Reasoning ( 3) 🧵 Discourse analysis ( 2) 🔗 Coreference resolution ( 2) 🌍 Multilingual & cross-lingual NLP ( 2) 📖 Lexical semantics & word embeddings ( 2) 🖼️ Vision & language ( 2) 🪶 Efficient models & compression ( 2) 🧷 Idioms & multiword expressions ( 2) 😊 Sentiment & emotion ( 1)
2 more topics ✍️ Text generation ( 1) ⚖️ Legal AI ( 1)
📚 Fields🗣️ Linguistics & languages ( 13) 💬 Natural language processing ( 10) ➗ Mathematics & statistics ( 7) 🌐 Machine translation ( 2) 🤖 AI & machine learning ( 1) ⚖️ Law ( 1)
🤝 Collaborates withInstitutions on the bylines of the same works here; the number is the works they share.
Carnegie Mellon University5 University of Cambridge5 Vector Institute5 Stanford University4 Google3 University of Washington3 University of Oxford3 Microsoft3 Massachusetts Institute of Technology3 University of Edinburgh3 Amazon3 Princeton University3
🏛️ Parent and unitsUnits Canadian Institute for Theoretical Astrophysics Fields Institute for Research in Mathematical Sciences Sunnybrook Research Institute University of Toronto Scarborough
Related Hospital for Sick Children Centre for Addiction and Mental Health Holland Bloorview Kids Rehabilitation Hospital Lunenfeld-Tanenbaum Research Institute Mount Sinai Hospital St. Michael's Hospital Sunnybrook Health Science Centre Sunnybrook Hospital Toronto East General Hospital Trillium Health Centre University Health Network Women's College Hospital
From the Research Organization Registry (ROR); those with a page here are linked.
Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at University of Toronto; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.
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