Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection

Intent Detection is one of the core tasks of dialog systems. Few-shot Intent Detection is challenging due to limited number of annotated utterances for novel classes. Generalized Few-shot intent detection is more realistic but challenging setup which aims to discriminate the joint label space of bot...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Kumar, Ayush, Malik, Vijit, Vepa, Jithendra
Format:	Artikel
Sprache:	eng
Schlagworte:	Inference Learning Natural language Optimization
Online-Zugang:	Volltext
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