Medical QA Oriented Multi-Task Learning Model for Question Intent Classification and Named Entity Recognition

Medical QA Oriented Multi-Task Learning Model for Question Intent Classification and Named Entity Recognition

Intent classification and named entity recognition of medical questions are two key subtasks of the natural language understanding module in the question answering system. Most existing methods usually treat medical queries intent classification and named entity recognition as two separate tasks, ig...

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Bibliographic Details
Main Authors: Turdi Tohti, Mamatjan Abdurxit, Askar Hamdulla
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Information
Subjects:
multi-task learning
named entity recognition
intent classification
ALBERT
deep learning
Online Access:https://www.mdpi.com/2078-2489/13/12/581

Internet

https://www.mdpi.com/2078-2489/13/12/581

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