---
title: "Université de Montréal — research, people and papers"
description: "Université de Montréal (Montreal, Canada): 42 works on the Elamur Research site, 23 people with a page, 71,559 citations; its topics, units and the…"
canonical: "https://research.elamur.ai/free/en/universities/universite-de-montreal/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/universite-de-montreal/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [universities](https://md.research.elamur.ai/free/en/universities/) / Université de Montréal

# Université de Montréal

University [Montreal](https://md.research.elamur.ai/free/en/agglomerations/montreal/), Canadain the agglomeration of [Montreal](https://md.research.elamur.ai/free/en/agglomerations/montreal/) · UdeM

- [Website](https://www.umontreal.ca)
- [ROR](https://ror.org/0161xgx34)
- [OpenAlex](https://openalex.org/I70931966)

[**42** works in our library](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/works/) · [**23** authors with a page](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/authors/) · [**71,559** citations of these works](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/works/) · [**15,453** citations in our library](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/works/)

## 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](https://md.research.elamur.ai/free/en/authors/yoshua-bengio/) — 1993–2026 on 685 papers · employment (ORCID) · employment (Wikidata) · 23 papers here · 99,938 citations
- [Kyunghyun Cho](https://md.research.elamur.ai/free/en/authors/kyunghyun-cho/) — 2013–2017 on 28 papers · employment (Wikidata) · 33 papers here · 77,787 citations
- [Dzmitry Bahdanau](https://md.research.elamur.ai/free/en/authors/dzmitry-bahdanau/) — 2014–2022 on 11 papers · 6 papers here · 56,164 citations
- [Ian Goodfellow](https://md.research.elamur.ai/free/en/authors/ian-goodfellow/) — 2011–2014 on 19 papers · education (Wikidata) · 5 papers here · 32,142 citations
- [Bart van Merriënboer](https://md.research.elamur.ai/free/en/authors/bart-van-merrienboer/) — 2014–2019 on 5 papers · 2 papers here · 34,907 citations
- [Caglar Gulcehre](https://md.research.elamur.ai/free/en/authors/caglar-gulcehre/) — 2013–2019 on 31 papers · education (Wikidata) · 4 papers here · 30,888 citations
- [Kelvin Xu](https://md.research.elamur.ai/free/en/authors/kelvin-xu/) — 2015–2017 on 6 papers · 5 papers here · 15,588 citations
- [Aaron Courville](https://md.research.elamur.ai/free/en/authors/aaron-courville/) — current · 2006–2026 on 207 papers · 7 papers here · 15,544 citations
- [Jian-Yun Nie](https://md.research.elamur.ai/free/en/authors/jian-yun-nie/) — current · 1992–2026 on 350 papers · 4 papers here · 4,882 citations
- [Iulian Vlad Serban](https://md.research.elamur.ai/free/en/authors/iulian-vlad-serban/) — 2015–2020 on 21 papers · 6 papers here · 2,793 citations
- [Saizheng Zhang](https://md.research.elamur.ai/free/en/authors/saizheng-zhang/) — 2014–2018 on 15 papers · 2 papers here · 5,489 citations
- [Alessandro Sordoni](https://md.research.elamur.ai/free/en/authors/alessandro-sordoni/) — current · 2012–2026 on 30 papers · 6 papers here · 3,050 citations
- [Junyi Li](https://md.research.elamur.ai/free/en/authors/junyi-li/) — 2022–2024 on 15 papers · 3 papers here · 4,084 citations
- [Sébastien Jean](https://md.research.elamur.ai/free/en/authors/sebastien-jean/) — 2013–2015 on 7 papers · 2 papers here · 2,403 citations
- [Rishabh Agarwal](https://md.research.elamur.ai/free/en/authors/rishabh-agarwal/) — 2020–2024 on 8 papers · 7 papers here · 3,672 citations
- [Roland Memisevic](https://md.research.elamur.ai/free/en/authors/roland-memisevic/) — 2013–2018 on 32 papers · 2 papers here · 1,288 citations
- [Yikang Shen](https://md.research.elamur.ai/free/en/authors/yikang-shen/) — 2017–2023 on 30 papers · 4 papers here · 1,242 citations
- [Pascal Vincent](https://md.research.elamur.ai/free/en/authors/pascal-vincent/) — 2000–2024 on 74 papers · 2 papers here · 492 citations
- [Philippe Langlais](https://md.research.elamur.ai/free/en/authors/philippe-langlais/) — current · 2000–2026 on 151 papers · employment (ORCID) · 2 papers here · 375 citations
- [Aishwarya Agrawal](https://md.research.elamur.ai/free/en/authors/aishwarya-agrawal/) — 2022–2025 on 14 papers · 2 papers here · 799 citations
- [Guy Lapalme](https://md.research.elamur.ai/free/en/authors/guy-lapalme/) — current · 1974–2026 on 137 papers · 3 papers here · 293 citations
- [Arian Hosseini](https://md.research.elamur.ai/free/en/authors/arian-hosseini/) — 2021–2025 on 6 papers · 4 papers here · 427 citations
- [Phillippe Langlais](https://md.research.elamur.ai/free/en/authors/phillippe-langlais/) — 2013–2023 on 22 papers · 3 papers here · 178 citations

**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](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) — 2018 on 2 papers · 79 papers here · 79,116 citations
- [Ruslan Salakhutdinov](https://md.research.elamur.ai/free/en/authors/ruslan-salakhutdinov/) — 2018 on 3 papers · 13 papers here · 28,906 citations
- [Zhilin Yang](https://md.research.elamur.ai/free/en/authors/zhilin-yang/) — 2018 on 2 papers · 9 papers here · 13,681 citations
- [Peng Qi](https://md.research.elamur.ai/free/en/authors/peng-qi/) — 2018 on 2 papers · 6 papers here · 7,845 citations
- [Joseph Turian](https://md.research.elamur.ai/free/en/authors/joseph-turian/) — 2009–2010 on 4 papers · 4 papers here · 3,426 citations
- [William Cohen](https://md.research.elamur.ai/free/en/authors/william-cohen/) — 2018 on 2 papers · 7 papers here · 6,666 citations
- [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/) — 2016–2017 on 3 papers · 7 papers here · 7,476 citations
- [Ethan Perez](https://md.research.elamur.ai/free/en/authors/ethan-perez/) — 2017–2018 on 6 papers · 9 papers here · 6,155 citations
- [Ramesh Nallapati](https://md.research.elamur.ai/free/en/authors/ramesh-nallapati/) — 2016 on 2 papers · 4 papers here · 3,309 citations
- [Siva Reddy](https://md.research.elamur.ai/free/en/authors/siva-reddy/) — 2021–2023 on 2 papers · 9 papers here · 7,887 citations
- [Joelle Pineau](https://md.research.elamur.ai/free/en/authors/joelle-pineau/) — 2017–2018 on 2 papers · 8 papers here · 3,637 citations
- [Xingdi Yuan](https://md.research.elamur.ai/free/en/authors/xingdi-yuan/) — 2018–2024 on 4 papers · 4 papers here · 1,863 citations
- [Thien Huu Nguyen](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/) — 2018 on 2 papers · 12 papers here · 5,018 citations
- [George Foster](https://md.research.elamur.ai/free/en/authors/george-foster/) — 2000–2004 on 14 papers · 11 papers here · 5,519 citations
- [Holger Schwenk](https://md.research.elamur.ai/free/en/authors/holger-schwenk/) — 1997 on 2 papers · 12 papers here · 36,323 citations
- [Yann N. Dauphin](https://md.research.elamur.ai/free/en/authors/yann-n-dauphin/) — 2011–2015 on 17 papers · 6 papers here · 11,583 citations
- [Yi Tay](https://md.research.elamur.ai/free/en/authors/yi-tay/) — 2021 on 5 papers · 14 papers here · 10,178 citations
- [Ronan Collobert](https://md.research.elamur.ai/free/en/authors/ronan-collobert/) — 2002 on 2 papers · 3 papers here · 7,268 citations
- [Dumitru Erhan](https://md.research.elamur.ai/free/en/authors/dumitru-erhan/) — 2006–2011 on 9 papers · 2 papers here · 6,637 citations
- [Antoine Bordes](https://md.research.elamur.ai/free/en/authors/antoine-bordes/) — 2011 on 2 papers · 8 papers here · 6,020 citations
- [Donald Metzler](https://md.research.elamur.ai/free/en/authors/donald-metzler/) — 2021 on 2 papers · 7 papers here · 5,776 citations
- [Ankesh Anand](https://md.research.elamur.ai/free/en/authors/ankesh-anand/) — 2017–2021 on 6 papers · 2 papers here · 5,647 citations
- [William Fedus](https://md.research.elamur.ai/free/en/authors/william-fedus/) — 2018–2021 on 5 papers · 3 papers here · 4,306 citations
- [Samy Bengio](https://md.research.elamur.ai/free/en/authors/samy-bengio/) — 1988–2002 on 7 papers · 4 papers here · 3,811 citations
- [Dara Bahri](https://md.research.elamur.ai/free/en/authors/dara-bahri/) — 2021 on 2 papers · 5 papers here · 3,658 citations

[All of them →](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/authors/)

## 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](https://md.research.elamur.ai/free/en/papers/bahdanau-2014-neural-machine-translation-jointly-learning/) — Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio · 2014 · 18,908 citations
- [Graph Attention Networks](https://md.research.elamur.ai/free/en/papers/veli-vckovic-2017-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](https://md.research.elamur.ai/free/en/papers/cho-2014-properties-neural-machine-translation-encoder/) — Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, et al. · 2014 · 7,734 citations
- [Show, Attend and Tell: Neural Image Caption Generation with Visual Attention](https://md.research.elamur.ai/free/en/papers/xu-2015-show-attend-tell-neural-image/) — Kelvin Xu, Jimmy Ba, Ryan Kiros, et al. · 2015 · 7,483 citations
- [Intriguing properties of neural networks](https://md.research.elamur.ai/free/en/papers/szegedy-2013-intriguing-properties-neural-networks/) — Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, et al. · 2013 · 5,870 citations
- [HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering](https://md.research.elamur.ai/free/en/papers/yang-2018-hotpotqa-dataset-diverse-explainable-multi/) — Zhilin Yang, Peng Qi, Saizheng Zhang, et al. · 2018 · 3,489 citations
- [A Survey of Large Language Models](https://md.research.elamur.ai/free/en/papers/zhao-2023-survey-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](https://md.research.elamur.ai/free/en/papers/turian-2010-word-representations-simple-general-method/) — Joseph Turian, Lev-Arie Ratinov, Yoshua Bengio · 2010 · 2,421 citations
- [Attention-Based Models for Speech Recognition](https://md.research.elamur.ai/free/en/papers/chorowski-2015-attention-based-models-speech-recognition/) — Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al. · 2015 · 1,776 citations
- [A Structured Self-attentive Sentence Embedding](https://md.research.elamur.ai/free/en/papers/lin-2017-structured-self-attentive-sentence-embedding/) — Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al. · 2017 · 1,773 citations
- [On Using Very Large Target Vocabulary for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/jean-2015-very-large-target-vocabulary-neural/) — Sébastien Jean, Kyunghyun Cho, Roland Memisevic, et al. · 2015 · 999 citations
- [C-Pack: Packed Resources For General Chinese Embeddings](https://md.research.elamur.ai/free/en/papers/xiao-2023-c-pack-packed-resources/) — Shitao Xiao, Zheng Liu, Peitian Zhang, et al. · 2023 · 920 citations
- [Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism](https://md.research.elamur.ai/free/en/papers/firat-2016-multi-way-multilingual-neural-machine/) — Orhan Firat, Kyunghyun Cho, Yoshua Bengio · 2016 · 821 citations
- [HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models](https://md.research.elamur.ai/free/en/papers/li-2023-halueval-large-scale-hallucination-evaluation/) — Junyi Li, Xiaoxue Cheng, Wayne Xin Zhao, et al. · 2023 · 646 citations
- [Pointing the Unknown Words](https://md.research.elamur.ai/free/en/papers/gulcehre-2016-pointing-unknown-words/) — Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al. · 2016 · 642 citations
- [The Second Conversational Intelligence Challenge (ConvAI2)](https://md.research.elamur.ai/free/en/papers/dinan-2019-second-conversational-intelligence-challenge-convai2/) — Emily Dinan, Varvara Logacheva, Valentin Malykh, et al. · 2019 · 525 citations
- [Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models](https://md.research.elamur.ai/free/en/papers/serban-2015-building-end-end-dialogue-systems/) — Iulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al. · 2015 · 524 citations
- [A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues](https://md.research.elamur.ai/free/en/papers/serban-2016-hierarchical-latent-variable-encoder-decoder/) — Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, et al. · 2016 · 518 citations
- [Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses](https://md.research.elamur.ai/free/en/papers/lowe-2017-towards-automatic-turing-test-learning/) — Ryan Lowe, Michael Noseworthy, Iulian V. Serban, et al. · 2017 · 486 citations
- [The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems](https://md.research.elamur.ai/free/en/papers/lowe-2015-ubuntu-dialogue-corpus-large-dataset/) — Ryan Lowe, Nissan Pow, Iulian Serban, et al. · 2015 · 474 citations
- [A Character-level Decoder without Explicit Segmentation for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/chung-2016-character-level-decoder-without-explicit/) — Junyoung Chung, Kyunghyun Cho, Yoshua Bengio · 2016 · 407 citations
- [Long Range Arena: A Benchmark for Efficient Transformers](https://md.research.elamur.ai/free/en/papers/tay-2020-long-range-arena-benchmark-efficient/) — Yi Tay, Mostafa Dehghani, Samira Abnar, et al. · 2020 · 396 citations
- [FiLM: Visual Reasoning with a General Conditioning Layer](https://md.research.elamur.ai/free/en/papers/perez-2017-film-visual-reasoning-general-conditioning/) — Ethan Perez, Florian Strub, Harm de Vries, et al. · 2017 · 348 citations
- [An Actor-Critic Algorithm for Sequence Prediction](https://md.research.elamur.ai/free/en/papers/bahdanau-2016-actor-critic-algorithm-sequence-prediction/) — Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, et al. · 2016 · 320 citations
- [Representation Learning: A Review and New Perspectives](https://md.research.elamur.ai/free/en/papers/bengio-2012-representation-learning-review-new-perspectives/) — Yoshua Bengio, Aaron Courville, Pascal Vincent · 2012 · 316 citations

[More works: 26–42 →](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/works/page/2/)

## Topics

What its works here are about; the number is its works on the topic.

[Language models & pretraining 8](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems 7](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Machine translation 5](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Evaluation & benchmarks 3](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Semitic languages 3](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Question answering 2](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Coreference resolution 1](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Summarization 1](https://md.research.elamur.ai/free/en/topics/summarization/) · [Text generation 1](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Speech & spoken language 1](https://md.research.elamur.ai/free/en/topics/speech/) · [Multilingual & cross-lingual NLP 1](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Reasoning 1](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Knowledge graphs & ontologies 1](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Vision & language 1](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Efficient models & compression 1](https://md.research.elamur.ai/free/en/topics/efficient-models/)

Fields: [Natural language processing](https://md.research.elamur.ai/free/en/shelves/nlp/) (13) · [Linguistics & languages](https://md.research.elamur.ai/free/en/shelves/linguistics/) (11) · [Machine translation](https://md.research.elamur.ai/free/en/shelves/machine-translation/) (4) · [AI & machine learning](https://md.research.elamur.ai/free/en/shelves/ai/) (3) · [Mathematics & statistics](https://md.research.elamur.ai/free/en/shelves/mathematics/) (2)

## Collaborates with

Institutions on the bylines of the same works here; the number is the works they share.

[Google 6](https://md.research.elamur.ai/free/en/companies/google/) [Stanford University 3](https://md.research.elamur.ai/free/en/universities/stanford-university/) [University of California, Berkeley 1](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) [Meta 2](https://md.research.elamur.ai/free/en/companies/meta/) [University of Washington 2](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [University of Oxford 1](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) [Carnegie Mellon University 4](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [University of Cambridge 3](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [Microsoft 3](https://md.research.elamur.ai/free/en/companies/microsoft/) [Johns Hopkins University 1](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) [New York University 5](https://md.research.elamur.ai/free/en/universities/new-york-university/) [University of Amsterdam 2](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/)

## Parent and units

**Units** Centre de recherches mathématiques International Laboratory for Brain, Music and Sound Research Montreal Clinical Research Institute

**Related** [HEC Montréal](https://md.research.elamur.ai/free/en/universities/hec-montreal/) [Polytechnique Montréal](https://md.research.elamur.ai/free/en/universities/polytechnique-montreal/) 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.