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Jul, 2024
高效共情:朝着高效和有效的共情数据选择
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data
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Linzhuang Sun, Hao Liang, Jingxuan Wei, Linkun Sun, Bihui Yu...
TL;DR
使用Efficient-Empathy算法,基于感性和理性评分进行数据筛选,只使用含感性数据的模型达到了最佳性能,并通过MoE结构将感性和理性数据集成,进一步提高了模型性能。
Abstract
In recent years, with the rapid advancements in
large language models
(LLMs), achieving excellent
empathetic response
capability has become a crucial prerequisite. Consequently, managing and understanding large-s
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