A joint learning classification for intent detection and slot filling from classical to deep learning: a review

In a dialogue system, the natural language understanding component plays a critical role in enabling effective communication. The two core tasks within this component are intent detection and slot filling. Intent detection identifies the user’s goal, while slot filling extracts relevant information...

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Bibliographic Details
Main Authors: Muhammad Yusuf, Idris, Naomie, Salim, Anazida, Zainal, Sinarwati, Mohamad Suhaili
Format: Article
Language:en
Published: Springer Nature 2025
Subjects:
Online Access:http://ir.unimas.my/id/eprint/48411/4/A%20joint%20learning.pdf
http://ir.unimas.my/id/eprint/48411/
https://link.springer.com/article/10.1007/s00521-025-11329-9
https://doi.org/10.1007/s00521-025-11329-9
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