8 results found Sort:

macanv
BERT-BiLSTM-CRF-NER macanv
1.3k
4.7k
unknown
88
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
crf ner bert blstm bert-bilstm-crf named-entity-recognition
Created 2018-11-25
70 commits to master branch, last one 4 years ago
eagle705
pytorch-bert-crf-ner eagle705
110
492
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 about a year ago
yumath
bertNER yumath
98
442
unknown
6
ChineseNER based on BERT, with BiLSTM+CRF layer
ner bert chinese-ner bert-bilstm-crf named-entity-recognition
Created 2019-03-01
19 commits to master branch, last one 3 years ago
stanleylsx
entity_extractor_by_ner stanleylsx
74
406
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
177 commits to master branch, last one 11 days ago
sz128
slot_filling_and_intent_detection_of_SLU sz128
105
394
apache-2.0
17
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
crf xlnet atis-dataset slot-filling snips-dataset bert-bilstm-crf encoder-decoder spoken-language intent-detection sequence-labeling named-entity-recognition
Created 2018-06-05
110 commits to master branch, last one 4 years ago
taishan1994
BERT-BILSTM-CRF taishan1994
44
359
unknown
2
使用BERT-BILSTM-CRF进行中文命名实体识别。
bert-bilstm-crf named-entity-recognition
Created 2023-05-12
12 commits to main branch, last one 8 months ago
DSXiangLi
ChineseNER DSXiangLi
58
312
unknown
6
中文NER的那些事儿
crf mrc msr ner bert msra muti-task bilstm-crf chinesener tensorflow tf-serving chinese-ner people-daily bert-bilstm-crf bert-fine-tuning data-augmentation multitask-learning tensorflow-serving tensorflow-serving-grpc adversarial-transfer-learning
Created 2021-04-17
91 commits to main branch, last one about a year ago
shushanxingzhe
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