works on
LLM-generated summaries 1mental health assessment 1multimodal fusion 1ordinal prediction 1psychometric modeling 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment

Shiyu Teng, Haichen Yu, Jiaqing Liu +6

The paper introduces DynaBridge, a framework that combines acoustic, visual, and textual signals with LLM‑generated DASS‑aware summaries to predict depression, anxiety, and stress…