Documents publiés en "2020"

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Barde, P., Roy, J., Jeon, W., Pineau, J., Nowrouzezahrai, D., & Pal, C. J. (décembre 2020). Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020) (11 pages). Lien externe

Bengio, Y., Deleu, T., Rahaman, N., Ke, N. R., Lachapelle, S., Bilaniuk, O., Goyal, A., & Pal, C. J. (avril 2020). A meta-transfer objective for learning to disentagle causal mechanisms [Communication écrite]. 8th International Conference on Learning Representations (ICLR 2020), Addis Ababa, Ethiopia (27 pages). Lien externe

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Gontier, N., Sinha, K., Reddy, S., & Pal, C. J. (décembre 2020). Measuring systematic generalization in neural proof generation with transformers [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020) (17 pages). Lien externe

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Harvey, F. G., Yurick, M., Nowrouzezahrai, D., & Pal, C. J. (2020). Robust motion in-betweening. ACM Transactions on Graphics, 39(4), 12 pages. Lien externe

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Ibrahim, M. H., Pal, C. J., & Pesant, G. (2020). Leveraging cluster backbones for improving MAP inference in statistical relational models. Annals of Mathematics and Artificial Intelligence, 88(8), 907-949. Lien externe

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Liu, D., Fu, J., Zhang, Y., Pal, C. J., & Lv, J. (février 2020). Revision in continuous space: Unsupervised text style transfer without adversarial learning [Communication écrite]. 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, NY, USA. Lien externe

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Pilault, J., Li, R., Subramanian, S., & Pal, C. J. (novembre 2020). On extractive and abstractive neural document summarization with transformer language models [Communication écrite]. Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). Lien externe

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Roy, J., Barde, P., Harvey, F. G., Nowrouzezahrai, D., & Pal, C. J. (décembre 2020). Promoting coordination through policy regularization in multi-agent deep reinforcement learning [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Lien externe

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Tay, Y., Ong, D., Fu, J., Chan, A., Chen, N. F., Tuan, L. A., & Pal, C. J. (juillet 2020). Would you rather? A new benchmark for learning machine alignment with cultural values and social preferences [Communication écrite]. 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Lien externe

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Yuan, X., Cote, M.-A., Fu, J., Lin, Z., Pal, C. J., Bengio, Y., & Trischler, A. (novembre 2019). Interactive language learning by question answering [Communication écrite]. Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, China. Lien externe

Yuan, X., Fu, J., Cote, M.-A., Tay, Y., Pal, C. J., & Trischler, A. (juillet 2020). Interactive Machine Comprehension with Information Seeking Agents [Communication écrite]. 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Lien externe