https://github.com/howl-anderson/seq2annotation

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库（目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF，更多算法正在持续添加中）实现中文分词（Tokenizer / segmentation）、词性标注（Part Of Speech, POS）和命名实体识别（Named Entity Recognition, NER）等序列标注任务。
https://github.com/howl-anderson/seq2annotation

bilstm-crf bilstm-crf-model idcnn idcnn-crf named-entity-extraction named-entity-recognition part-of-speech part-of-speech-tagger sequence-annotation tensorflow tensorflow-models

Last synced: 9 days ago
JSON representation

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库（目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF，更多算法正在持续添加中）实现中文分词（Tokenizer / segmentation）、词性标注（Part Of Speech, POS）和命名实体识别（Named Entity Recognition, NER）等序列标注任务。

• Host: GitHub
• URL: https://github.com/howl-anderson/seq2annotation
• Owner: howl-anderson
• License: apache-2.0
• Created: 2018-11-16T06:40:26.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T06:04:09.000Z (almost 2 years ago)
• Last Synced: 2024-09-04T16:31:19.640Z (about 1 month ago)
• Topics: bilstm-crf, bilstm-crf-model, idcnn, idcnn-crf, named-entity-extraction, named-entity-recognition, part-of-speech, part-of-speech-tagger, sequence-annotation, tensorflow, tensorflow-models
• Language: Python
• Homepage:
• Size: 8.81 MB
• Stars: 85
• Watchers: 9
• Forks: 22
• Open Issues: 33
• Metadata Files:
  • Readme: README.en-Us.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# seq2annotation

## TODO

* current [TF Metrics](https://github.com/guillaumegenthial/tf_metrics) is not launch on pypi, but seq2annotation depends on it, so seq2annotation currently can't packaged as python package on pypi

## More Algorithms To Do

* https://www.cnblogs.com/Determined22/p/7238342.html

* http://www.davidsbatista.net/blog/2018/05/09/Named_Entity_Evaluation/

* http://www.voidcn.com/article/p-kvrmknrl-bgh.html