Morency, Louis-Philippe

Multimodal Machine Learning: A Survey and Taxonomy

Baltrusaitis, T., Ahuja, C., & Morency, L.-P. (2019) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Multimodal Machine Learning ApplicationsMultisensory perception and integration

Cited by 5,018

Multimodal Transformer for Unaligned Multimodal Language Sequences

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

Multimodal Machine Learning ApplicationsTime Series Analysis and Forecasting

Cited by 2,259

Tensor Fusion Network for Multimodal Sentiment Analysis

Zadeh, A., Chen, M., Poria, S., Cambria, E., & Morency, L.-P. (2017) · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Sentiment Analysis and Opinion MiningMultimodal Machine Learning Applications

Cited by 2,102

Openface 2.0: facial behavior analysis toolkit

Baltrusaitis, T., Zadeh, A., Lim, Y. C., & Morency, L.-P. (2018) · 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018)

Face recognition and analysisEmotion and Mood Recognition

Cited by 1,861

Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph

Bagher Zadeh, A., Liang, P. P., Poria, S., Cambria, E., & Morency, L.-P. (2018) · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Multimodal Machine Learning ApplicationsSentiment Analysis and Opinion Mining

Cited by 1,433

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors

Liu, Z., Shen, Y., Lakshminarasimhan, V. B., Liang, P. P., Bagher Zadeh, A., & Morency, L.-P. (2018) · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Multimodal Machine Learning ApplicationsAdvanced Image Fusion Techniques

Cited by 1,170

It's only a computer: virtual humans increase willingness to disclose

Lucas, G. M., Gratch, J., King, A., & Morency, L.-P. (2014) · Computers in Human Behavior

Social Robot Interaction and HRIVirtual Reality Applications and Impacts

Cited by 977

Context-Dependent Sentiment Analysis in User-Generated Videos

Poria, S., Cambria, E., Hazarika, D., Majumder, N., Zadeh, A., & Morency, L.-P. (2017) · Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Sentiment Analysis and Opinion MiningEmotion and Mood Recognition

Cited by 939

Memory Fusion Network for Multi-view Sequential Learning

Zadeh, A., Liang, P. P., Mazumder, N., Poria, S., Cambria, E., & Morency, L.-P. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Multimodal Machine Learning ApplicationsTime Series Analysis and Forecasting

Cited by 855

Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages

Zadeh, A., Zellers, R., Pincus, E., & Morency, L.-P. (2016) · IEEE Intelligent Systems

Sentiment Analysis and Opinion MiningEmotion and Mood Recognition

Cited by 852

The distress analysis interview corpus of human and computer interviews

Gratch, J., Artstein, R., Lucas, G., Stratou, G., Scherer, S., Nazarian, A., Wood, R., Boberg, J., DeVault, D., Marsella, S., et al. (2014) · Proceedings of the Language Resources and Evaluation Conference

Emotion and Mood RecognitionMental Health via Writing

Cited by 599

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, A., Rastogi, A., Rao, A., Shoeb, A. A. M., Abid, A., Fisch, A., Brown, A. R., Santoro, A., Gupta, A., Garriga-Alonso, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 569

Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities

Pham, H., Liang, P. P., Manzini, T., Morency, L.-P., & Póczos, B. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence

Sentiment Analysis and Opinion MiningMultimodal Machine Learning Applications

Cited by 512

Towards multimodal sentiment analysis: harvesting opinions from the web

Morency, L.-P., Mihalcea, R., & Doshi, P. (2011) · Proceedings of the 13th international conference on multimodal interfaces

Sentiment Analysis and Opinion MiningEmotion and Mood Recognition

Cited by 470

Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild

Baltrusaitis, T., Robinson, P., & Morency, L.-P. (2013) · 2013 IEEE International Conference on Computer Vision Workshops

Face recognition and analysisFace and Expression Recognition

Cited by 415

Youtube movie reviews: Sentiment analysis in an audio-visual context

Wollmer, M., Weninger, F., Knaup, T., Schuller, B., Sun, C., Sagae, K., & Morency, L.-P. (2013) · IEEE Intelligent Systems

Sentiment Analysis and Opinion MiningEmotion and Mood Recognition

Cited by 403

MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos

Zadeh, A., Zellers, R., Pincus, E., & Morency, L.-P. (2016) · arXiv

Sentiment Analysis and Opinion MiningEmotion and Mood Recognition

Cited by 350

Multimodal sentiment analysis with word-level fusion and reinforcement learning

Chen, M., Wang, S., Liang, P. P., Baltrušaitis, T., Zadeh, A., & Morency, L.-P. (2017) · Proceedings of the 19th ACM International Conference on Multimodal Interaction

Sentiment Analysis and Opinion MiningEmotion and Mood Recognition

Cited by 334

Learning Factorized Multimodal Representations

Tsai, Y.-H. H., Liang, P. P., Zadeh, A., Morency, L.-P., & Salakhutdinov, R. (2018) · arXiv

Multimodal Machine Learning ApplicationsSentiment Analysis and Opinion Mining

Cited by 323

Reporting Mental Health Symptoms: Breaking Down Barriers to Care with Virtual Human Interviewers

Lucas, G. M., Rizzo, A., Gratch, J., Scherer, S., Stratou, G., Boberg, J., & Morency, L.-P. (2017) · Frontiers in Robotics and AI

Social Robot Interaction and HRIDigital Mental Health Interventions

Cited by 308

Speaker-Follower Models for Vision-and-Language Navigation

Fried, D., Hu, R., Cirik, V., Rohrbach, A., Andreas, J., Morency, L.-P., Berg-Kirkpatrick, T., Saenko, K., Klein, D., & Darrell, T. (2018) · arXiv

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 291

Virtual rapport,

Gratch, J., Okhmatovskaia, A., Lamothe, F., Marsella, S., Morales, M., van der Werf, R. J., & Morency, L.-P. (2006) · Lecture Notes in Computer Science

Social Robot Interaction and HRISpeech and dialogue systems

Cited by 247

Multimodal Language Analysis with Recurrent Multistage Fusion

Liang, P. P., Liu, Z., Bagher Zadeh, A., & Morency, L.-P. (2018) · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

Multimodal Machine Learning ApplicationsSentiment Analysis and Opinion Mining

Cited by 230

UR-FUNNY: A Multimodal Language Dataset for Understanding Humor

Hasan, M. K., Rahman, W., Bagher Zadeh, A., Zhong, J., Tanveer, M. I., Morency, L.-P., & Hoque, M. (. (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)

Humor Studies and ApplicationsSentiment Analysis and Opinion Mining

Cited by 174