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ProHiryu/bert-chinese-ner

A BERT-based Chinese Named Entity Recognition system using fine-tuning.

976 stars Python Language ModelsData Tooling
bert-chinese-ner
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This repository fine-tunes the pre-trained BERT language model for Chinese Named Entity Recognition (NER). It uses the BIO tagging scheme with People’s Daily corpus and achieves high F1 scores around 96%. The implementation extends Google’s BERT-TF codebase and requires downloading the pre-trained Chinese BERT-Base model.

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