most citedBLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models

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cs.AI2026

MVFA: A Multi-View Text-Guided Multimodal Fusion LLM Adapter for Sentiment Analysis and Emotion Recognition

Pengfei Shao, Jisheng Dang, Jiawen Fang +7

Multimodal sentiment analysis and emotion recognition in conversations demand effective modeling of heterogeneous interactions across textual, acoustic, and visual modalities. Alth…

cs.AI2026

MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning

Shang Ma, Jisheng Dang, Wencan Zhang +6

We propose a multi-agent collaborative framework built upon a lightweight Multimodal Large Language Model (MLLM), specifically designed for social intelligence reasoning. A key fea…