Morency, Louis-Philippe

Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel

Tsai, Y.-H. H., Bai, S., Yamada, M., Morency, L.-P., & Salakhutdinov, R. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 173

A probabilistic multimodal approach for predicting listener backchannels

Morency, L.-P., de Kok, I., & Gratch, J. (2010) · Autonomous Agents and Multi-Agent Systems

Speech and dialogue systemsSocial Robot Interaction and HRI

Cited by 162

Towards Understanding and Mitigating Social Biases in Language Models

Liang, P. P., Wu, C., Morency, L.-P., & Salakhutdinov, R. (2021) · arXiv

Ethics and Social Impacts of AIHate Speech and Cyberbullying Detection

Cited by 153

Automatic behavior descriptors for psychological disorder analysis

Scherer, S., Stratou, G., Mahmoud, M., Boberg, J., Gratch, J., Rizzo, A., & Morency, L.-P. (2013) · 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)

Emotion and Mood RecognitionMental Health via Writing

Cited by 147

Contextual recognition of head gestures,

Morency, L.-P., Sidner, C., Lee, C., & Darrell, T. (2005) · Proceedings of the 7th international conference on Multimodal interfaces

Speech and dialogue systemsHand Gesture Recognition Systems

Cited by 130

The effect of head-nod recognition in human-robot conversation,

Sidner, C. L., Lee, C., Morency, L.-P., & Forlines, C. (2006) · Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction

Social Robot Interaction and HRISpeech and dialogue systems

Cited by 107

Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis

Tsai, Y.-H. H., Ma, M., Yang, M., Salakhutdinov, R., & Morency, L.-P. (2020) · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Multimodal Machine Learning ApplicationsExplainable Artificial Intelligence (XAI)

Cited by 98

Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization

Liang, P. P., Liu, Z., Tsai, Y.-H. H., Zhao, Q., Salakhutdinov, R., & Morency, L.-P. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Tensor decomposition and applicationsMultimodal Machine Learning Applications

Cited by 95

MultiBench: Multiscale Benchmarks for Multimodal Representation Learning

Liang, P. P., Lyu, Y., Fan, X., Wu, Z., Cheng, Y., Wu, J., Chen, L., Wu, P., Lee, M. A., Zhu, Y., et al. (2021) · arXiv

Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 85

Foundations of Multimodal Co-learning

Zadeh, A., Liang, P. P., & Morency, L.-P. (2020) · Information Fusion

Multimodal Machine Learning ApplicationsMultisensory perception and integration

Cited by 40

Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions

Liang, P. P., Zadeh, A., & Morency, L.-P. (2022) · arXiv

Multimodal Machine Learning ApplicationsMultisensory perception and integration

Cited by 38

Embodied AI Agents: Modeling the World

Fung, P., Bachrach, Y., Celikyilmaz, A., Chaudhuri, K., Chen, D., Chung, W., Dupoux, E., Gong, H., Jégou, H., Lazaric, A., et al. (2025) · arXiv

Social Robot Interaction and HRIAI-based Problem Solving and Planning

Cited by 29

Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment

Liang, P. P., Wu, P., Ziyin, L., Morency, L.-P., & Salakhutdinov, R. (2021) · Proceedings of the 29th ACM International Conference on Multimedia

Domain Adaptation and Few-Shot LearningMultimodal Machine Learning Applications

Cited by 22

Think Twice: Perspective-Taking Improves Large Language Models’ Theory-of-Mind Capabilities

Wilf, A., Lee, S., Liang, P. P., & Morency, L.-P. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Child and Animal Learning DevelopmentTopic Modeling

Cited by 17

MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models

Liang, P. P., Lyu, Y., Chhablani, G., Jain, N., Deng, Z., Wang, X., Morency, L.-P., & Salakhutdinov, R. (2023) · Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 4

Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control

Fan, X., Lyu, Y., Liang, P. P., Salakhutdinov, R., & Morency, L.-P. (2023) · Findings of the Association for Computational Linguistics: ACL 2023

Topic ModelingNatural Language Processing Techniques

Cited by 3