named-entity-recognition's Introduction

named-entity-recognition

运行环境

tqdm
python==3.8
pytorch>=1.7.1
tensorboard==2.5.0
tensorboardx==2.2

运行步骤

BiLSTM-CRF

运行 main_bilstm_crf.ipynb 即可。

BiLSTM

运行 main_bilstm.ipynb 即可。

文件结构

checkpoints/ # 模型保存目录
data/
- ResumeNER/ # 简历实体数据集
logs/ # 运行日志保存目录（logger输出、tensorboard输出）
models/ # 模型目录
utils/ # 辅助函数目录
solver.py # 模型训练和评估封装
main_bilstm_crf.ipynb / main_bilstm.ipynb # 主函数运行

Ref

named_entity_recognition

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