TCohPrompt: task-coherent prompt-oriented fine-tuning for relation extraction

Abstract Prompt-tuning has emerged as a promising approach for improving the performance of classification tasks by converting them into masked language modeling problems through the insertion of text templates. Despite its considerable success, applying this approach to relation extraction is chall...

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Bibliographic Details
Main Authors: Jun Long, Zhuoying Yin, Chao Liu, Wenti Huang
Format: Article
Language:English
Published: Springer 2024-07-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01563-4