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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Vydáno v:	Alexandria engineering journal Ročník 117; s. 301 - 310
Hlavní autoři:	Tang, Jingfan, Li, Pengfei, Zhang, Xuefeng, Xia, Jianmei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.04.2025 Elsevier
Témata:	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
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