luozhouyang/deepseg

Chinese word segmentation in tensorflow 2.x

Language: Python - Size: 81.1 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 23 - Forks: 9

stanleylsx/entity_extractor_by_ner

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。

Language: Python - Size: 228 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 402 - Forks: 74

JackHCC/Chinese-Tokenization

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 training methods (Bert, etc.)】

Language: Python - Size: 45.4 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 32 - Forks: 4

eagle705/pytorch-bert-crf-ner

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

Language: Jupyter Notebook - Size: 26.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 460 - Forks: 110

hemingkx/WordSeg

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

Language: Python - Size: 4.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 164 - Forks: 40

hemingkx/CLUENER2020

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

Language: Python - Size: 6.38 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 408 - Forks: 97

shushanxingzhe/transformers_ner

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

Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 13

shawroad/NER-Pytorch

Language: Python - Size: 4.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

yizhiru/toyNLP

Toy Natural Language Processing package

Language: Python - Size: 2.77 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

kifish/NER-demo

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

Language: Python - Size: 63 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 45 - Forks: 7

wuuyanru/FinBaseline_SequenceLabeling

序列标注：包含多种不同的模型（CRF，Bi-LSTM+CRF，SPAN，Global_Pointer，Softmax）来解决序列任务，如中文命名实体识别等

Language: Python - Size: 631 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1