Adaptive selection: External knowledge and internal context representation for few-shot intention recognition

Intention recognition models usually need to be trained on a large number of data, and when new intentions appear in the discriminant field, only a small amount of data is available. The method based on few-shot learning can well deal with this problem. In existing methods, the intent representation...

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Bibliographic Details

Published in:	Alexandria engineering journal Vol. 117; pp. 301 - 310
Main Authors:	Tang, Jingfan, Li, Pengfei, Zhang, Xuefeng, Xia, Jianmei
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2025 Elsevier
Subjects:	Adaptive selection Capsule network Dynamic routing algorithm Few-shot intention recognition Knowledge graph Dynamic routing algorithm Adaptive selection Capsule network Few-shot intention recognition Knowledge graph
ISSN:	1110-0168
Online Access:	Get full text
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