Speak From Heart: An Emotion-Guided LLM-Based Multimodal Method for Emotional Dialogue Generation

Author:

Liu Chenxiao1ORCID,Xie Zheyong1ORCID,Zhao Sirui1ORCID,Zhou Jin1ORCID,Xu Tong1ORCID,Li Minglei2ORCID,Chen Enhong1ORCID

Affiliation:

1. University Of Science And Technology Of China, Hefei, China

2. Huawei Cloud, Shenzhen, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference42 articles.

1. Flamingo: a visual language model for few-shot learning;Alayrac Jean-Baptiste;Advances in Neural Information Processing Systems,2022

2. Satanjeev Banerjee and Alon Lavie. 2005. METEOR: An automatic metric for MT evaluation with improved correlation with human judgments. In Proceedings of the acl workshop on intrinsic and extrinsic evaluation measures for machine translation and/or summarization. 65--72.

3. Yunkai Chen, Qimeng Wang, Shiwei Wu, Yan Gao, Tong Xu, and Yao Hu. 2024. TOMGPT: Reliable Text-Only Training Approach for Cost-Effective Multi-modal Large Language Model. ACM Transactions on Knowledge Discovery from Data (2024).

4. EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue System

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