FewJoint: few-shot learning for joint dialogue understanding

Few-shot learning (FSL) is one of the key future steps in machine learning and raises a lot of attention. In this paper, we focus on the FSL problem of dialogue understanding, which contains two closely related tasks: intent detection and slot filling. Dialogue understanding has been proven to benef...

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Detalles Bibliográficos
Autores principales: Hou, Yutai, Wang, Xinghao, Chen, Cheng, Li, Bohan, Che, Wanxiang, Chen, Zhigang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9294856/
https://www.ncbi.nlm.nih.gov/pubmed/35874622
http://dx.doi.org/10.1007/s13042-022-01604-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9294856/
https://www.ncbi.nlm.nih.gov/pubmed/35874622
http://dx.doi.org/10.1007/s13042-022-01604-9

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