31 lines
1.2 KiB
Markdown
31 lines
1.2 KiB
Markdown
# EmoLLM专业指标评估
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## 简介
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本文档介绍一种专业评测方法，并提供 EmoLLM 在专业指标的得分。
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## 评测方法
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本评测方法采用论文《CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling》提出的评测指标与方法。
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* 指标：Comprehensiveness, Professionalism, Authenticity, Safety
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* 方法：Turn-Based Dialogue Evaluation
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* 数据集：CPsyCounE
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## 评测结果
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评测模型: [EmoLLM](https://openxlab.org.cn/models/detail/jujimeizuo/EmoLLM_Model)(InternLM2_7B_chat_qlora), 得分：
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| Metric | Value |
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|-------------------|------------|
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| Comprehensiveness | 1.32 |
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| Professionalism | 2.20 |
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| Authenticity | 2.10 |
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| Safety | 1.00 |
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## 比较
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* [EmoLLM](https://openxlab.org.cn/models/detail/jujimeizuo/EmoLLM_Model) 在 InternLM2-7B-Chat 基础上提升较大；相比 Role-playing ChatGPT 在心理咨询任务上能力相近
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* 对比结果图片来源于论文《CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling》
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