A Class-Incremental Learning Method for Interactive Event Detection via Interaction, Contrast and Distillation

A Class-Incremental Learning Method for Interactive Event Detection via Interaction, Contrast and Distillation

Event detection is a crucial task in information extraction. Existing research primarily focuses on machine automatic detection tasks, which often perform poorly in certain practical applications. To address this, an interactive event-detection mode of “machine recommendation-human review–machine in...

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Bibliographic Details
Main Authors: Jiashun Duan, Xin Zhang
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Applied Sciences
Subjects:
event detection
information extraction
human-in-the-loop
incremental learning
few-shot learning
contrastive learning
Online Access:https://www.mdpi.com/2076-3417/14/19/8788
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