2 papers
cs.CL2025
Rethinking All Evidence: Enhancing Trustworthy Retrieval-Augmented Generation via Conflict-Driven Summarization
Juan Chen, Baolong Bi, Wei Zhang +5
Retrieval-Augmented Generation (RAG) enhances large language models (LLMs) by integrating their parametric knowledge with external retrieved content. However, knowledge conflicts c…
cs.AI2025
MLlm-DR: Towards Explainable Depression Recognition with MultiModal Large Language Models
Wei Zhang, Juan Chen, En Zhu +3
Automated depression diagnosis aims to analyze multimodal information from interview videos to predict participants' depression scores. Previous studies often lack clear explanatio…