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Jun, 2024
开放领域对话生成的动态随机解码策略
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
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Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun...
TL;DR
作为一个开放领域聊天系统,动态解码策略 (DDS) 可以根据不同上下文来调整解码空间以实现序列水平和令牌水平的自适应搜索,旨在提高预训练对话模型的性能。
Abstract
stochastic sampling strategies
such as top-k and top-p have been widely used in
dialogue generation
task. However, as an open-domain chatting system, there will be two different conversation scenarios, i.e. chit-
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