Papers by Phan Anh Duong
CHEER-Ekman: Fine-grained Embodied Emotion Classification (2025.acl-short)
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| Challenge: | Emotions manifest through physical experiences and bodily reactions, yet identifying such embodied emotions in text remains understudied. |
| Approach: | They propose to extend existing binary embodied emotion dataset with Ekman’s six basic emotion categories. |
| Outcome: | The proposed dataset outperforms existing methods with large language models. |
Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models (2025.findings-emnlp)
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| Challenge: | ELENA is a framework for embodied emotion analysis using large vision language models . ELEna uses attention maps and a persistent bias towards the facial region . |
| Approach: | They propose a framework that utilizes large vision language models to generate ELENA . they propose to use attention maps to describe emotional reactions from body parts . |
| Outcome: | The proposed framework outperforms baseline models without fine-tuning . it uses large vision language models to generate embodied emotion narratives . |