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Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
Created 2018-11-25
70 commits to master branch, last one 4 years ago
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
Created 2019-11-01
93 commits to master branch, last one 11 months ago
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ChineseNER based on BERT, with BiLSTM+CRF layer
Created 2019-03-01
19 commits to master branch, last one 3 years ago
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。
Created 2020-01-10
176 commits to master branch, last one 2 months ago
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
Created 2018-06-05
110 commits to master branch, last one 4 years ago
使用BERT-BILSTM-CRF进行中文命名实体识别。
Created 2023-05-12
12 commits to main branch, last one 7 months ago
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
Created 2021-10-19
4 commits to main branch, last one 3 years ago