DesCartes publications list

[WP1] Yannic Noller, Ridwan Shariffdeen, Xiang Gao, Abhik Roychoudhury. Trust Enhancement Issues in Program Repair ( PDF ). IEEE/ACM 44th International Conference on Software Engineering (ICSE) 2022.

[WP1] Jiang Zhang, Ivan Beschastnikh, Sergey Mechtaev, Abhik Roychoudhury. Fair Decision Making via Automated Repair of Decision TreesPDF ). Fairware workshop, Co-located with ICSE, 2022.

[WP1-WP5] N. Asher, J. Hunter, When learning becomes impossible. ACM Conference on Fairness, Accountability, and Transparency ACM FAccT 2022.

[WP1-WP5] X. Huang, Y. Izza, A. Ignatiev, M. Cooper, N. Asher, J. Marques- Silva, Tractable Explanations for d-DNNF Classifier, AAAI 2022.

[WP2] Martin Schmitz. Survey on Data Quality and Provenance, NUS SoC Technical report. URI: https://dl.comp.nus.edu.sg/xmlui/handle/1900.100/11099 Date: 2021-11

[WP3] Sixin Zhang, Emmanuel Soubies, Cédric Févotte. On the Relationships between Transform-Learning NMF and Joint-Diagonalization. In revision in IEEE Transaction on Signal Processing.

[WP3] J.B. Lasserre, E. Pauwels, M. Putinar. The Christoffel-Daroux Kernel for Data Analysis, Cambridge University Press.

[WP5] D. Ong, J. Su, B. Chen, A. T. Luu, A. Narendranath, Y. Li, S. Sun, Y. Lin and H.Wang. Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022.

[WP5] T. Aksu, Z.  Liu, M. Y. Kan, N. F. Chen. N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. ACL Findings 2022

[WP5] M. Ravaut, N. F. Chen, S. Joty. SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. ACL 2022

[WP5] E. Lorenti, N. Bourgon, F. Benamara, A. Mari, V. Moriceau, and C. Courgon. Give me your Intentions, I’ll Predict your Actions: A Two-level Classification of Speech Acts for Crisis Management in Social Media. Language Resources and Evaluation Conference. (LREC), 2022

[WP5] N. Bourgon, F. Benamara, A. Mari, V. Moriceau, G. Chevalier, and L. Leygue. Are Sudden Crises Making me Collapse? Measuring Transfer Learning Performances on Urgency Detection. In Proceedings of the 19th International Conference on Information Systems for Crisis Response and Management (Work in progress paper), ISCRAM 2022

[WP5] D. Sileo, P. Muller, T. van de Cruys. A Pragmatics-Centered Evaluation Framework for Natural Language Understanding. Language Resources and Evaluation Conference (LREC 2022).

[WP8] Wang Zhe, Claude Guet; Self-consistent learning of neural dynamical systems from noisy time series; IEEE Transactions on Emerging Topics in Computational Intelligence, 2022