🎓 Works of Université de Montréal

42 works · the most cited first · ← Université de Montréal

1. Neural Machine Translation by Jointly Learning to Align and TranslateDzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio2014 · 18,908 citations
2. Graph Attention NetworksPetar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 8,996 citations
3. On the Properties of Neural Machine Translation: Encoder-Decoder ApproachesKyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, et al.2014 · 7,734 citations
4. Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionKelvin Xu, Jimmy Ba, Ryan Kiros, et al.2015 · 7,483 citations
5. Intriguing properties of neural networksChristian Szegedy, Wojciech Zaremba, Ilya Sutskever, et al.2013 · 5,870 citations
6. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,489 citations
7. A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,847 citations
8. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,421 citations
9. Attention-Based Models for Speech RecognitionJan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,776 citations
10. A Structured Self-attentive Sentence EmbeddingZhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.2017 · 1,773 citations
11. On Using Very Large Target Vocabulary for Neural Machine TranslationSébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.2015 · 999 citations
12. C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang, et al.2023 · 920 citations
13. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 821 citations
14. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language ModelsJunyi Li, Xiaoxue Cheng, Wayne Xin Zhao, et al.2023 · 646 citations
15. Pointing the Unknown WordsCaglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.2016 · 642 citations
16. The Second Conversational Intelligence Challenge (ConvAI2)Emily Dinan, Varvara Logacheva, Valentin Malykh, et al.2019 · 525 citations
17. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsIulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al.2015 · 524 citations
18. A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesIulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, et al.2016 · 518 citations
19. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 486 citations
20. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue SystemsRyan Lowe, Nissan Pow, Iulian Serban, et al.2015 · 474 citations
21. A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationJunyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 407 citations
22. Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 396 citations
23. FiLM: Visual Reasoning with a General Conditioning LayerEthan Perez, Florian Strub, Harm de Vries, et al.2017 · 348 citations
24. An Actor-Critic Algorithm for Sequence PredictionDzmitry Bahdanau, Philemon Brakel, Kelvin Xu, et al.2016 · 320 citations
25. Representation Learning: A Review and New PerspectivesYoshua Bengio, Aaron Courville, Pascal Vincent2012 · 316 citations
26. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 307 citations
27. On Extractive and Abstractive Neural Document Summarization with Transformer Language ModelsJonathan Pilault, Raymond Li, Sandeep Subramanian, et al.2020 · 259 citations
28. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 244 citations
29. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
30. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
31. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren, et al.2024 · 150 citations
32. Transformer-Patcher: One Mistake worth One NeuronZeyu Huang, Yikang Shen, Xiaofeng Zhang, et al.2023 · 120 citations
33. WikiCoref: An English Coreference-annotated Corpus of Wikipedia ArticlesAbbas Ghaddar, Phillippe Langlais2016 · 116 citations
34. V-STaR: Training Verifiers for Self-Taught ReasonersArian Hosseini, Xingdi Yuan, Nikolay Malkin, et al.2024 · 111 citations
35. Olmo 3Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
36. JABER and SABER: Junior and Senior Arabic BERtAbbas Ghaddar, Yimeng Wu, Ahmad Rashid, et al.2021 · 16 citations
37. Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language UnderstandingAbbas Ghaddar, Yimeng Wu, Sunyam Bagga, et al.2022 · 9 citations
38. GenDR: A Generic Deep Realizer with Complex LexicalizationFrançois Lareau, Florie Lambrey, Ieva Dubinskaite, et al.2018 · 9 citations
39. pyrealb at the GEM'24 Data-to-text Task: Symbolic English Text Generation from RDF TriplesGuy Lapalme2024 · 1 citation
40. Complexity factors of language models in reading comprehension: a controlled experiment (Étude des facteurs de complexité des modèles de langage dans une tâche de compréhension de lecture à l'aide d'une expérience contrôlée sémantiquement)Elie Antoine, Frederic Bechet, Géraldine Damnati, et al.2024
41. On the importance of Data Scale in Pretraining Arabic Language ModelsAbbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, et al.2024
42. Generic Oracles for Structured PredictionChristoph Teichmann, Antoine Venant2021

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