Multi-class metrics for Tensorflow

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

(Linear-chain) Conditional random field in PyTorch.

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

sequence-labeling-BiLSTM-CRF

Pytorch-BERT-CRF-NER;Chinese-Named-Entity-Recognition

使用BiLSTM对人民日报语料进行分词

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自然语言处理NLP在中文文本上的一些应用，如文本分类、情感分析、命名实体识别等

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.

Named Entity Recognition (LSTM + CRF) - Tensorflow

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

Awesome resources of yousan.ai(closely related to deep learning).

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

A neural network model for Chinese named entity recognition

Hierarchically-Refined Label Attention Network for Sequence Labeling

CS224n Assignment & Readings

CS224n_learning_notes_and_assignments( winter,2019)