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On Multimodal Emotion Recognition for Human-Chatbot Interaction in the Wild

Computer Science

On Multimodal Emotion Recognition for Human-Chatbot Interaction in the Wild

N. Kovačević, M. Gross, et al.

A study conducted by Nikola Kovačević, Markus Gross, Christian Holz, and Rafael Wampfler collected multimodal text, audio, and video from 99 participants interacting with a GPT-3 chatbot over three weeks, uncovering a strong domain gap between human-human and human-chatbot emotion signals and showing personalization can boost recognition by up to 38–41%.

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~3 min • Beginner • English
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Citations
7
Influential Citations
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Reference Count
69
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

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