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109

490

apache-2.0

15

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

crf ner nlp bert kobert korean pytorch bert-crf kobert-crf korean-nlp huggingface bert-bigru-crf bert-bilstm-crf pytorch-implementation attention-visualization named-entity-recognition natural-language-processing

Created 2019-11-01

93 commits to master branch, last one 11 months ago

CLUENER2020 hemingkx

107

478

unknown

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

ner bert pytorch roberta bert-crf bilstm-crf named-entity-recognition

Created 2020-11-13

59 commits to main branch, last one 3 years ago

entity_extractor_by_ner stanleylsx

74

401

unknown

2

基于Tensorflow2.3开发的NER模型，都是CRF范式，包含Bilstm(IDCNN)-CRF、Bert-Bilstm(IDCNN)-CRF、Bert-CRF，可微调预训练模型，可对抗学习，用于命名实体识别，配置后可直接运行。

bert-crf idcnn-crf bilstm-crf tensorflow2 bert-idcnn-crf bert-bilstm-crf

Created 2020-01-10

176 commits to master branch, last one 2 months ago

WordSeg hemingkx

42

203

unknown

1

A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

bert pytorch roberta bert-crf bilstm-crf chinese-word-segmentation

Created 2021-03-25

41 commits to main branch, last one 2 years ago

transformers_ner shushanxingzhe

13

63

mit

1

Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to customize

crf ner nlp bert bert-crf bert-ner transformers bert-bilstm-crf named-entity-recognition

Created 2021-10-19

4 commits to main branch, last one 3 years ago

Chinese-Tokenization JackHCC

4

32

unknown

1

利用传统方法（N-gram，HMM等）、神经网络方法（CNN，LSTM等）和预训练方法（Bert等）的中文分词任务实现【The word segmentation task is realized by using traditional methods (n-gram, HMM, etc.), neural network methods (CNN, LSTM, etc.) and pre tr...

nlp ngram bert-crf bilstm-crf tokenization hmm-viterbi-algorithm

Created 2022-04-05

4 commits to master branch, last one 2 years ago