Publications

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2020
Piedboeuf, F., Détecter la personnalité sur les réseaux sociaux, : DIRE, 2020.
Sherif, R. El, A. Langlois, P. Du, J-Y. Nie, J. Thomas, Q. Nha Hong, and P. Pluye, "Identifying empirical studies for mixed studies reviews: The mixed filter and the automated text classifier", Education for Information: IOS Press, pp. 1–5, 2020.
Wang, S., P. Ren, Z. Chen, Z. Ren, J-Y. Nie, J. Ma, and M. de Rijke, Coding Electronic Health Records with Adversarial Reinforcement Path Generation, , 2020. pdf
Zhao, K., T. Bai, B. Wu, B. Wang, Y. Zhang, Y. Yang, and J-Y. Nie, "Deep Adversarial Completion for Sparse Heterogeneous Information Network Embedding", Proceedings of The Web Conference 2020, New York, NY, USA, Association for Computing Machinery, 2020. pdf
Zhu, Y., R. Song, Z. Dou, J-Y. Nie, and J. Zhou, "ScriptWriter: Narrative-Guided Script Generation", arXiv preprint arXiv:2005.10331, 2020. pdf
Zhu, Y., Z. Dou, J-Y. Nie, and J-R. Wen, "ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation", Information Retrieval Journal, vol. 23: Springer, pp. 27–48, 2020. pdf
Zou, L., L. Xia, P. Du, Z. Zhang, T. Bai, W. Liu, J-Y. Nie, and D. Yin, "Pseudo Dyna-Q: A Reinforcement Learning Framework for Interactive Recommendation", Proceedings of the 13th International Conference on Web Search and Data Mining, 2020. pdf
2021
Alfonso-Hermelo, D., A. Rashid, A. Ghaddar, P. Langlais, and M. Rezagholizadeh, "NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation", Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021.
Bhardwaj, S., A. Ghaddar, A. Rashid, K. Bibi, C. Li, A. Ghodsi, P. Langlais, and M. Rezagholizadeh, "Knowledge Distillation with Noisy Labels for Natural Language Understanding", Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021), Online, Association for Computational Linguistics, 2021.
Ghaddar, A., P. Langlais, A. Rashid, and M. Rezagholizadeh, "Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition", Transactions of the Association for Computational Linguistics, vol. 9, pp. 586-604, 07, 2021.
Ghaddar, A., "Leveraging distant supervision for improved named entity recognition", DIRO, vol. PhD: Papyrus, pp. 147, 2021.
Ghaddar, A., P. Langlais, M. Rezagholizadeh, and A. Rashid, "End-to-End Self-Debiasing Framework for Robust NLU Training", Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, Online, Association for Computational Linguistics, 2021.
Lapalme, G., "Validation of Universal Dependencies by regeneration", Proceedings of the Fifth Workshop on Universal Dependencies (UDW, SyntaxFest 2021), Sofia, Bulgaria, ACL, 12/2021. pdf
Lapalme, G., Regenerating sentences from Universal Dependencies Structures, : RALI-DIRO, 01/2021. pdf
Lapalme, G., The jsRealB Text Realizer: Organization and Use Cases, , no. arXiv:2012.15425, 01/2021. pdf
Lapalme, G., A Python-based system for Verbalizing AMR Structures, , pp. 30 pages, 04/2021. pdf
Lu, P., A. Ghaddar, A. Rashid, M. Rezagholizadeh, A. Ghodsi, and P. Langlais, "RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation", Findings of the Association for Computational Linguistics: EMNLP 2021, Punta Cana, Dominican Republic, Association for Computational Linguistics, 2021.
2022
Gotti, F., P. Langlais, and V. Letard, Large-scale Semantic Annotation for Improved Content Discovery in a Digital Library: A Case Study on Érudit, , 08/2022. pdf
Lapalme, G., Le réalisateur de texte jsRealB, , 23 février 2022, Séminaire RALI-OLST, 2022. pdf
Piedboeuf, F., and P. Langlais, "Effective Data Augmentation for Sentence Classification using one VAE per Class", COLING, 2022. pdf
2023
Lapalme, G., Data-to-Text Bilingual Generation, , no. arXiv:2311.14808, pp. 30 page, 11/2023. pdf
Macklovitch, E., "The Proper Place of Men and Machines - Updated", Proceedings of the International Conference HiT-IT 2023, Naples, Italy, 07/2023. pdf
2024
Piedboeuf, F., G. Le Berre, D. Alfonso-Hermelo, O. Charbonneau, and P. Langlais, "The state of OAI-PMH repositories in Canadian Universities", International Conference on Dublin Core and Metadata Applications, vol. 2023, jan 31, 2024. pdf

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