category

Publications

2021

J. Girard*, A. Vail*, E. Liebenthal, K. Brown, C. Kilciksiz, L. Pennant, E. Liebson, D. Öngür, L.-P. Morency, J. Baker. Computational Analysis of Spoken Language in Acute Psychosis and Mania. Schizophrenia Research, 2021. (*equal contribution)

Links: PDF Publications

Y. Lyu*, P. P. Liang*, H. Pham*, E. Hovy, B. Póczos, R. Salakhutdinov, L.-P. Morency. StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer, NAACL 2021

Links: PDF Demo & Code

2020

P. P. Liang, I. Li, E. Zheng, Y. C. Lim, R. Salakhutdinov, L.-P. Morency. Towards Debiasing Sentence Representations, ACL 2020

Links: PDF Demo & Code

Kostoulas, T., Muszynski, M., Chaspari, T., & Amelidis, P. (2020, October). Multimodal Affect and Aesthetic Experience. In Proceedings of the 2020 International Conference on Multimodal Interaction (pp. 888-889).

Links: PDF

Liu, T., Liang, P. P., Muszynski, M., Ishii, R., Brent, D., Auerbach, R. P., Allen N.B., Morency, L. P. (2020). Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. In Proceedings of the 34th Conference on Neural Information Processing Systems: Machine Learning for Mobile Health workshop.

Links: PDF

Ishii, R., Ren, X., Muszynski, M., & Morency, L. P. (2020, October). Can Prediction of Turn-management Willingness Improve Turn-changing Modeling?. In Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents (pp. 1-8).

Links: PDF Demo & Code

Tsai, Y. H. H.*, Ma, M.*, Yang, M.*, Salakhutdinov, R., & Morency, L. P. (2020, November). Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp. 1823-1833).

Links: PDF Demo & Code

Ishii, R., Ahuja, C., Nakano, Y. I., & Morency, L. P. (2020, October). Impact of Personality on Nonverbal Behavior Generation. In Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents (pp. 1-8).

Links: PDF

Muszynski, M., Zelazny, J., Girard, J. M., & Morency, L. P. (2020, October). Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. In Proceedings of the 2020 International Conference on Multimodal Interaction (pp. 70-78).

Links: PDF

Ahuja, C., Lee, D. W., Ishii, R., & Morency, L. P. (2020). No gestures left behind: Learning relationships between spoken language and freeform gestures. Proceedings of Findings at the Conference on Empirical Methods in Natural Language Processing, 2020.

Links: PDF