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CogChain: Enhancing Emotional Support Conversation with Cognitive Chain-of-Thought Reasoning

We will release ESChain as soon as possible. 💪

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we propose CogChain, a cognitive chain-of-thought (CoT) reasoning framework that mimics a human supporter’s cognitive process for emotional support conversation. Specifically, CogChain employs a chained structure to analyze the seeker’s issues, infer internal thoughts, determine behavioral intentions, and select appropriate strategies to achieve support goals.

CogChain Framework

Fig1_00

The pipeline of our methodology

Fig2_00

Statistics of ESChain

Statistics of ESChain

Human Evaluation

人工评价

Ablation study on different elements of CogChian

消融实验

Case study

案例分析

Citation

If you find our work useful, please cite our paper.

@inproceedings{

cao2024enhancing,

title={Enhancing Emotional Support Conversation with Cognitive Chain-of-Thought Reasoning},

author={Yaru Cao, Zhuang Chen, Guanqun Bi, Yulin Feng, Min Chen, Fucheng Wan, Minlie Huang, and Hongzhi Yu},

booktitle={The 13th CCF International Conference on Natural Language Processing and Chinese Computing},

year={2024}

}

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