CLUENER2020/bilstm_crf_pytorch at master · CLUEbenchmark/CLUENER2020 · GitHub

Name		Name	Last commit message	Last commit date
parent directory ..
dataset		dataset
outputs		outputs
README.md		README.md
common.py		common.py
config.py		config.py
crf.py		crf.py
data_processor.py		data_processor.py
dataset_loader.py		dataset_loader.py
download_clue_data.py		download_clue_data.py
lr_scheduler.py		lr_scheduler.py
model.py		model.py
ner_metrics.py		ner_metrics.py
progressbar.py		progressbar.py
run_lstm_crf.py		run_lstm_crf.py
utils_ner.py		utils_ner.py
vocabulary.py		vocabulary.py

README.md

CLUE_NER_PyTorch

CLUENER 细粒度命名实体识别

数据介绍

数据详细描述: https://www.cluebenchmarks.com/introduce.html

依赖模块

pytorch=1.13.0
python3.7+

运行方式

下载CLUE_NER数据集，运行以下命令：

python download_clue_data.py --data_dir=./dataset --tasks=cluener

运行下列命令，进行模型训练：
```
python run_lstm_crf.py --do_train
```
运行下列命令，进行模型预测
```
python run_lstm_crf.py --do_predict
```