BriefGPT.xyz
Oct, 2021
从相关的对话任务中学习端到端的目标导向型对话
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks
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Janarthanan Rajendran, Jonathan K. Kummerfeld, Satinder Singh
TL;DR
本文描述了一种基于元学习的方法，通过选择性地从相关的对话任务数据中学习，使用少量的数据以及来自相关对话任务的数据来训练神经对话系统，从而显著提高了对话任务的准确性。
Abstract
For each goal-oriented
dialog task
of interest, large amounts of data need to be collected for end-to-end learning of a
neural dialog system
. Collecting that data is a costly and time-consuming process. Instead,
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