ClusterPrompt: Cluster semantic enhanced prompt learning for new intent discovery

The discovery of new intent categories from user utterances is a crucial task in expanding agent skills. The key lies in how to efficiently solicit semantic evidence from utterances and properly transfer knowledge from existing intents to new intents. However, previous methods laid too much emphasis...

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Bibliographic Details
Main Authors: LIANG, Jinggui, LIAO, Lizi
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/8584
https://ink.library.smu.edu.sg/context/sis_research/article/9587/viewcontent/2023.findings_emnlp.702.pdf
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Institution: Singapore Management University
Language: English