NER-BERT-pytorch
Entity Recognition Tool
A PyTorch implementation of named entity recognition using the Google AI's pre-trained BERT model for Chinese text data.
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
442 stars
4 watching
109 forks
Language: Python
last commit: almost 2 years ago chinese-nerentity-extractiongoogle-bertinformation-extractionmsranamed-entity-recognitionnerpytorchtransformer
Related projects:
| Repository | Description | Stars |
|---|---|---|
 kamalkraj/bert-ner | An implementation of named entity recognition using Google's BERT model for the CoNLL-2003 dataset and Python. | 1,220 |
 lonepatient/nezha_chinese_pytorch | An implementation of a Chinese language model using PyTorch and transformer architecture. | 262 |
 liyuanlucasliu/ld-net | A system for efficiently training and deploying neural networks for named entity recognition tasks with context-dependent representations. | 147 |
 guillaumegenthial/sequence_tagging | Named Entity Recognition model using LSTM and CRF with character embeddings | 1,947 |
 franck-dernoncourt/neuroner | Named-entity recognition using neural networks. | 1,701 |
 huguyuehuhu/hcn-pytorch | Replication of a PyTorch model for action recognition and detection from skeleton data | 218 |
 wannaphong/thai-ner | Named Entity Recognition for Thai Text using PyThaiNLP and custom implementation. | 53 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 namisan/mt-dnn | A PyTorch package implementing multi-task deep neural networks for natural language understanding | 2,238 |
 tongjilibo/bert4torch | An implementation of transformer models in PyTorch for natural language processing tasks | 1,257 |
 ypxie/pytorch-neucom | An implementation of the Differentiable Neural Computer architecture in PyTorch | 94 |
 zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 |
 l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 245 |
 tonianelope/multilingual-bert | Investigating multilingual language models for Named Entity Recognition in German and English | 14 |
 seannaren/deepspeech.pytorch | A deep learning-based speech recognition system built on top of PyTorch Lightning. | 2,109 |