Demonstration-Based and Attention-Enhanced Grid-Tagging Network for Mention Recognition
Haitao Jia,
Jing Huang,
Kang Zhao
et al.
Abstract:Concepts empower cognitive intelligence. Extracting flat, nested, and discontinuous name entities and concept mentions from natural language texts is significant for downstream tasks such as concept knowledge graphs. Among the algorithms that uniformly detect these types of name entities and concepts, Li et al. proposed a novel architecture by modeling the unified mention recognition as the classification of word–word relations, named W2NER, achieved state-of-the-art (SOTA) results in 2022. However, there is s… Show more
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