DuST: Chinese NER using dual-grained syntax-aware transformer network

Published: 01 Jan 2025, Last Modified: 19 Feb 2025Inf. Process. Manag. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Introducing dual-grained syntactic dependency information for Chinese NER.•Proposing a syntax-aware self-attention mechanism to integrate syntactic dependency relations.•Proposing a network to model and aggregate dual-grained syntactic information and contextual information.•Demonstrating the effectiveness of the proposed approach through four public Chinese NER datasets.
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