Cross-Lingual Named Entity Recognition Based on Attention and Adversarial Training by Hao Wang, Lekai Zhou, Jianyong Duan, Li He

“…To address this problem, this paper proposes a method for cross-lingual entity recognition based on an attention mechanism and adversarial training, using resource-rich language annotation data to migrate to low-resource languages for named entity recognition tasks and outputting changing semantic vectors through the attention mechanism to effectively solve the long-sequence semantic dilution problem. …”
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