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Jiayang Yu

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#natural language process... Preprint Oct 2026

FACES: Fine-grained Gated Semantic Alignment for Multimodal Emotional Support Conversation

In recent years, with advances in multimodal interaction technologies and the growing demand for intelligent emotional support, Multimodal Emotional Support Conversation (MESC) has emerged as an important task. However, existing systems still suffer from shallow responses and inappropriate support strategies due to wea...

Hang-Ke Ren, Pei-Dong Wang, Yi-Chen Gao et al. · 0 citations
Review Aug 2026

STAR-OPD: Structured Aspect-Cascade-Aware On-Policy Reward Distillation for ABSA Quadruple Extraction

Aspect-based sentiment analysis (ABSA) quadruple extraction requires jointly predicting target, aspect, opinion, and sentiment over reviews that often contain multiple fine-grained sentiment tuples. While large chain-of-thought (CoT) models perform well on this task, distilling them into smaller deployable models remai...

Tong Sun, Mingyang Ma, Jiayang Yu · 0 citations

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