565 citations · 2.8k across the 120 of their papers we have counts for
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Social Human Robot Embodied Conversation (SHREC) Dataset: Benchmarking Foundational Models' Social Reasoning
Dong Won Lee, Yubin Kim, Denison Guvenoz +5
Our work focuses on the social reasoning capabilities of foundation models for real-world human-robot interactions. We introduce the Social Human Robot Embodied Conversation (SHREC…
LLAMADRS: Evaluating Open-Source LLMs on Real Clinical Interviews--To Reason or Not to Reason?
Gaoussou Youssouf Kebe, Jeffrey M. Girard, Einat Liebenthal +3
Large language models (LLMs) excel on many NLP benchmarks, but their behavior on real-world, semi-structured prediction remains underexplored. We present LlaMADRS, a benchmark for…
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions
Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
Building socially-intelligent AI agents (Social-AI) is a multidisciplinary, multimodal research goal that involves creating agents that can sense, perceive, reason about, learn fro…
Expanding the Role of Affective Phenomena in Multimodal Interaction Research
Leena Mathur, Maja J Matarić, Louis-Philippe Morency
In recent decades, the field of affective computing has made substantial progress in advancing the ability of AI systems to recognize and express affective phenomena, such as affec…
Toward Multimodal Modeling of Emotional Expressiveness
Victoria Lin, Jeffrey M. Girard, Michael A. Sayette +1
Emotional expressiveness captures the extent to which a person tends to outwardly display their emotions through behavior. Due to the close relationship between emotional expressiv…
Multimodal Local-Global Ranking Fusion for Emotion Recognition
Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
Emotion recognition is a core research area at the intersection of artificial intelligence and human communication analysis. It is a significant technical challenge since humans di…