Fei-Fan Xiao

Global-Attn-GateNER: unified entity recognition based on global attention and dynamic gated fusion

This article proposes a three-stage enhancement strategy: a global self-attention mechanism to enhance contextual modeling and boundary semantic representation; a dropout reorganization strategy to mitigate over-regularization during prediction; a dynamic gated fusion network to achieve adaptive aggregation of structur...