https://github.com/scionoftech/namedentityrecognition-bilstm-crf-bert
NamedEntityRecognition using BiLSTM-CRF,BiLSTM,BERT,TF2.x and Pytorch
https://github.com/scionoftech/namedentityrecognition-bilstm-crf-bert
bert-ner crf-rnn crfsuite named-entity-recognition
Last synced: about 2 months ago
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NamedEntityRecognition using BiLSTM-CRF,BiLSTM,BERT,TF2.x and Pytorch
- Host: GitHub
- URL: https://github.com/scionoftech/namedentityrecognition-bilstm-crf-bert
- Owner: scionoftech
- Created: 2020-07-25T08:59:01.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2020-07-25T09:07:34.000Z (almost 5 years ago)
- Last Synced: 2025-03-25T19:21:23.602Z (2 months ago)
- Topics: bert-ner, crf-rnn, crfsuite, named-entity-recognition
- Language: Jupyter Notebook
- Homepage:
- Size: 154 KB
- Stars: 20
- Watchers: 0
- Forks: 7
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# NamedEntityRecognition-BiLSTM-CRF-BERT
Named Enity Recognition is one of the most common NLP problems. The goal is classify named entities in text into pre-defined categories such as the names of persons, organizations, locations, expressions of times, quantities, monetary values, percentages, etc. What can you use it for? Here are a few ideas - social media, chatbot, customer support tickets, survey responses, and data mining!