Publications

Joao Monteiro, Torsten Scholak, Virendra Mehta, David Vázquez, Christopher Pal (2023). Multilingual Code Retrieval without Paired Data: New Datasets and Benchmarks. Workshop at International Conference on Learning Representations (ICLR).
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Rafael Pardinas, Gabriel Huang, David Vázquez, Alexandre Piché (2023). Leveraging Human Preferences to Master Poetry. Workshop at Conference on Artificial Intelligence (AAAI).
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Nicolas Gontier, Pau Rodriguez, Issam Laradji, David Vázquez, Christopher Pal (2023). Language Decision Transformers with Exponential Tilt for Interactive Text Environments. arXiv preprint arXiv:2302.05507.
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Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole (2023). Knowledge Hypergraph Embedding Meets Relational Algebra. Journal of Machine Learning Research (JMLR).
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Juan a Rodriguez, Nicholas Botzer, David Vázquez, Christopher Pal, Marco Pedersoli, Issam H Laradji (2023). IntentGPT: Few-Shot Intent Discovery with Large Language Models. Workshop at International Conference on Learning Representations (ICLR).
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Stefania Raimondo, Christopher Pal, Xiaotian Liu, David Vázquez, Hector Palacios (2023). Improving Generalization in Task-Oriented Dialogues with Workflows and Action Plans. Conference on Empirical Methods in Natural Language Processing (EMNLP).
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Shengchao Liu, David Vázquez, Jian Tang, Pierre-André Noël (2023). Flaky Performances When Pretraining on Relational Databases. Conference on Artificial Intelligence (AAAI).
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Juan A. Rodriguez, David Vázquez, Issam Laradji, Marco Pedersoli, Pau Rodriguez (2023). FigGen: Text to Scientific Figure Generation. International Conference on Learning Representations (ICLR).
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Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, Joao Monteiro (2023). Expecting the Unexpected: Towards Broad Out-of-Distribution Detection. Advances in Neural Information Processing Systems (NeurIPS).
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João Monteiro, Pau Rodríguez, Pierre-André Noël, Issam H. Laradji, David Vázquez (2023). Constraining Representations Yields Models That Know What They Don't Know. International Conference on Learning Representations (ICLR).
Code Slides Video PDF