zhangyujie209

CLUE-bert4keras

真 · “Deep Learning for Humans”

bert4torch

An elegent pytorch implement of transformers

FLASHQuad_pytorch

FLASHQuad_pytorch

R-Drop

nlp

IDCNN-pytorch

Pytorch implementation of IDCNN/ pytorch实现的IDCNN

GraduateDesign

Implementations of BiLSTM-CRF and IDCNN-CRF NER models on Weibo, MSRA and Twitter copora.

IDCNN-CRF-Pytorch

迭代膨胀卷积命名实体抽取

NLP_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

CLUENER2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

IDCNN-crf

NER_project

Electronic medical record NER project using idCNN + CRF.

keras-bert-ner

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

NER_DEMO

中文命名实体识别NER。用keras实现BILSTM+CRF、IDCNN+CRF、BERT+BILSTM+CRF进行实体识别。结果当然是BERT+BILSTM+CRF最好啦。

ChineseNER-pytorch

基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现

ChineseNER

中文NER的那些事儿

Att-ChemdNER

Att-ChemdNER

ChinsesNER-pytorch

基于BI-LSTM+CRF的中文命名实体识别 Pytorch

ALBERT_NER

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

CLUENER2020

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

bertNER

ChineseNER based on BERT, with BiLSTM+CRF layer

sequence-labeling-BiLSTM-CRF

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

LatticeLSTM

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

plm-nlp-code

NER-BERT-pytorch

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese