GitHub - ericput/TCS: TCS: A Teacher-Curriculum-Student Learning Framework for Cross-Lingual Text Labeling

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TCS: A Teacher-Curriculum-Student Learning Framework for Cross-Lingual Text Labeling

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
example_configs		example_configs
pytorch_pretrained_bert		pytorch_pretrained_bert
LICENSE		LICENSE
README.txt		README.txt
ner.py		ner.py
sc.py		sc.py
span_f1.py		span_f1.py
tcs_ner.py		tcs_ner.py
tcs_sc.py		tcs_sc.py
train.py		train.py

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pytorch_pretrained_bert: 实现了BERT模型类及其优化器类和Tokenization类
tcs_ner.py: 实现了用于命名实体识别任务的TCS学习框架
tcs_sc.py：实现了用于文本分类任务的TCS学习框架
example_configs：配置文件示例
train.py：配合tcs_ner.py或tcs_sc.py进行迭代式训练，比如python train.py tcs_ner.py example_configs/ner_tgt_de.yaml 10
ner.py：命名实体识别，配合example_configs/ner_src_en.yaml训练源模型
sc.py：文本分类，配合example_configs/tc_src_en.yaml训练源模型