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cs.CL2026
Towards Localized and Disentangled Knowledge Editing for Multimodal Large Language Models
Leijiang Gu, Zhen Zeng, Feng Li +2
Existing methods in Multimodal Knowledge Editing (MKE) have advanced the ability to correct outdated or inaccurate knowledge in Multimodal Large Language Models (MLLMs). However, t…
cs.CL2025
In-Context Examples Matter: Improving Emotion Recognition in Conversation with Instruction Tuning
Hui Ma, Bo Zhang, Jinpeng Hu +1
Emotion recognition in conversation (ERC) aims to identify the emotion of each utterance in a conversation, playing a vital role in empathetic artificial intelligence. With the gro…