2 papers
cs.CL2026
Semantic-Aligned Structural Abstraction for Multimodal Sentiment Analysis
Wei Chen, Junkai Li, Tongguan Wang +4
The paper introduces SentiLLM, a framework that converts non‑verbal signals into text‑like semantic tokens using a dual‑stream salience‑context mechanism, enabling large language m…
cs.CV2026
Beyond Words: Enhancing Desire, Emotion, and Sentiment Recognition with Non-Verbal Cues
Wei Chen, Tongguan Wang, Feiyue Xue +3
Multimodal desire understanding, a task closely related to both emotion and sentiment that aims to infer human intentions from visual and textual cues, is an emerging yet underexpl…