People (23) Authors with a page here who worked or studied at Université de Montréal, confirmed by their records or by their bylines: first those whose cited work was done most here; beside each, their citations.
Yoshua Bengio 1993–2026 on 685 papers · employment (ORCID) · employment (Wikidata) 23 papers here · 99 938 citations Kyunghyun Cho 2013–2017 on 28 papers · employment (Wikidata) 33 papers here · 77 787 citations Dzmitry Bahdanau 2014–2022 on 11 papers 6 papers here · 56 164 citations Ian Goodfellow 2011–2014 on 19 papers · education (Wikidata) 5 papers here · 32 142 citations Bart van Merriënboer 2014–2019 on 5 papers 2 papers here · 34 907 citations Caglar Gulcehre 2013–2019 on 31 papers · education (Wikidata) 4 papers here · 30 888 citations Kelvin Xu 2015–2017 on 6 papers 5 papers here · 15 588 citations Aaron Courville current · 2006–2026 on 207 papers 7 papers here · 15 544 citations Jian-Yun Nie current · 1992–2026 on 350 papers 4 papers here · 4 882 citations Iulian Vlad Serban 2015–2020 on 21 papers 6 papers here · 2 793 citations All 23 people →
Also published with this affiliation (47) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Christopher D. Manning 2018 on 2 papers 79 papers here · 79 116 citations Ruslan Salakhutdinov 2018 on 3 papers 13 papers here · 28 906 citations Zhilin Yang 2018 on 2 papers 9 papers here · 13 681 citations Peng Qi 2018 on 2 papers 6 papers here · 7 845 citations Joseph Turian 2009–2010 on 4 papers 4 papers here · 3 426 citations William Cohen 2018 on 2 papers 7 papers here · 6 666 citations Bowen Zhou 2016–2017 on 3 papers 7 papers here · 7 476 citations Ethan Perez 2017–2018 on 6 papers 9 papers here · 6 155 citations Ramesh Nallapati 2016 on 2 papers 4 papers here · 3 309 citations Siva Reddy 2021–2023 on 2 papers 9 papers here · 7 887 citations Joelle Pineau 2017–2018 on 2 papers 8 papers here · 3 637 citations Xingdi Yuan 2018–2024 on 4 papers 4 papers here · 1 863 citations Thien Huu Nguyen 2018 on 2 papers 12 papers here · 5 018 citations George Foster 2000–2004 on 14 papers 11 papers here · 5 519 citations Holger Schwenk 1997 on 2 papers 12 papers here · 36 323 citations Yann N. Dauphin 2011–2015 on 17 papers 6 papers here · 11 583 citations Yi Tay 2021 on 5 papers 14 papers here · 10 178 citations Ronan Collobert 2002 on 2 papers 3 papers here · 7 268 citations Dumitru Erhan 2006–2011 on 9 papers 2 papers here · 6 637 citations Antoine Bordes 2011 on 2 papers 8 papers here · 6 020 citations Donald Metzler 2021 on 2 papers 7 papers here · 5 776 citations Ankesh Anand 2017–2021 on 6 papers 2 papers here · 5 647 citations William Fedus 2018–2021 on 5 papers 3 papers here · 4 306 citations Samy Bengio 1988–2002 on 7 papers 4 papers here · 3 811 citations Dara Bahri 2021 on 2 papers 5 papers here · 3 658 citations All of them →
Works in our library (42) The most cited first (OpenAlex citations plus our library's).
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio 2014 · 18 908 citations Graph Attention Networks Petar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al. 2017 · 8 996 citations On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, et al. 2014 · 7 734 citations Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Kelvin Xu, Jimmy Ba, Ryan Kiros, et al. 2015 · 7 483 citations Intriguing properties of neural networks Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, et al. 2013 · 5 870 citations HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang, Peng Qi, Saizheng Zhang, et al. 2018 · 3 489 citations A Survey of Large Language Models Wayne Xin Zhao, Kun Zhou, Junyi Li, et al. 2023 · 2 847 citations Word Representations: A Simple and General Method for Semi-Supervised Learning Joseph Turian, Lev-Arie Ratinov, Yoshua Bengio 2010 · 2 421 citations Attention-Based Models for Speech Recognition Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al. 2015 · 1 776 citations A Structured Self-attentive Sentence Embedding Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al. 2017 · 1 773 citations All 42 works →
Topics What its works here are about; the number is its works on the topic.
🧠 Language models & pretraining7 🗨️ Dialogue systems7 🔁 Machine translation5 📏 Evaluation & benchmarks3 🐪 Semitic languages3 🔗 Coreference resolution1 ❓ Question answering1 📝 Summarization1 ✍️ Text generation1 🎙️ Speech & spoken language1 🌍 Multilingual & cross-lingual NLP1 🧮 Reasoning1 🕸️ Knowledge graphs & ontologies1 🖼️ Vision & language1 🪶 Efficient models & compression1
Fields: Natural language processing (13) · Linguistics & languages (11) · Machine translation (4) · AI & machine learning (3) · Mathematics & statistics (2)
Collaborates with Institutions on the bylines of the same works here; the number is the works they share.
Google6 Stanford University3 University of California, Berkeley1 Meta2 University of Washington2 University of Oxford1 Carnegie Mellon University4 University of Cambridge3 Microsoft3 Johns Hopkins University1 New York University5 University of Amsterdam2
Parent and units Units Centre de recherches mathématiques International Laboratory for Brain, Music and Sound Research Montreal Clinical Research Institute
Related HEC Montréal Polytechnique Montréal Centre Hospitalier Universitaire Sainte-Justine Centre Hospitalier de l’Université de Montréal Hôpital Maisonneuve-Rosemont Hôpital Notre-Dame Hôpital Saint-Luc Hôpital du Sacré-Cœur de Montréal Institute for Research in Immunology and Cancer Montreal Heart Institute
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 Université de Montréal; 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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