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May, 2023
IDAS: 使用抽象摘要发现意图
IDAS: Intent Discovery with Abstractive Summarization
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Maarten De Raedt, Fréderic Godin, Thomas Demeester, Chris Develder
TL;DR
通过使用抽象摘要信息对话句子聚类,以发现隐含意图。本文提出了一种IDAS方法,利用大型语言模型来生成摘要标签,无监督任务中性能最先进。
Abstract
intent discovery
is the task of inferring
latent intents
from a set of unlabeled utterances, and is a useful step towards the efficient creation of new
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