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Jiaqiang Wu

2 accepted papers

2025

From Traits to Empathy: Personality-Aware Multimodal Empathetic Response Generation

COLING 2025main

Empathetic dialogue systems improve user experience across various domains. Existing approaches mainly focus on acquiring affective and cognitive knowledge from text, but neglect the unique personality traits of individuals and the inherently multimodal nature of human face-to-face conversation. To…

Cited by 2SourcePDFScholar
2025

Integrating Visual Modalities with Large Language Models for Mental Health Support

COLING 2025main

Current work of mental health support primarily utilizes unimodal textual data and often fails to understand and respond to users’ emotional states comprehensively. In this study, we introduce a novel framework that enhances Large Language Model (LLM) performance in mental health dialogue systems by…

Cited by 1SourcePDFScholar