一作ACL 2026Findings· Findings of ACL
Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
Haonan Shangguan · Xiaocui Yang · Shi Feng · Daling Wang · Yifei Zhang · Feiliang Ren · Ge Yu
摘要
Current approaches for Multimodal Sentiment Analysis (MSA) primarily leverage the knowledge and reasoning capabilities of parameter-heavy (Multimodal) LLMs for classification, overlooking autonomous multimodal sentiment reasoning generation in resource-constrained environments.In this paper, we f...