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Apr, 2021
面向对话AI的预训练语言模型简要调查——NLP的新时代
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP
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Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang
TL;DR
本文概述了预训练语言模型在对话系统中的应用, 目的是讨论这些模型是否能克服对话系统所面临的挑战, 以及如何利用它们的架构来克服这些挑战,并探讨了对话系统领域的开放性挑战。
Abstract
Building a dialogue system that can communicate naturally with humans is a challenging yet interesting problem of
agent-based computing
. The rapid growth in this area is usually hindered by the long-standing problem of
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