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Mar, 2023
X-ReCoSa:多尺度上下文聚合用于多轮对话生成
X-ReCoSa: Multi-Scale Context Aggregation For Multi-Turn Dialogue Generation
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Danqin Wu
TL;DR
本文提出一种名为X-ReCoSa的新型对话模型,旨在解决当前设置仅仅依赖于话语级编码器的上下文表示以忽略句子级编码器输出的句子表示而导致的信息丢失问题,通过聚合多尺度上下文信息,将分层信息与响应生成融合,从而有效提高模型表现。
Abstract
In
multi-turn dialogue generation
, responses are not only related to the topic and background of the context but also related to words and phrases in the sentences of the context. However, currently widely used
hierarch
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