https://github.com/ayushk4/ner_tagger
NER (Named Entity Recognition) Tagging using Flux.jl
https://github.com/ayushk4/ner_tagger
Last synced: about 2 months ago
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NER (Named Entity Recognition) Tagging using Flux.jl
- Host: GitHub
- URL: https://github.com/ayushk4/ner_tagger
- Owner: Ayushk4
- License: gpl-3.0
- Created: 2019-02-12T09:21:45.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-03-04T18:53:06.000Z (about 6 years ago)
- Last Synced: 2025-02-12T07:30:15.188Z (3 months ago)
- Language: Julia
- Homepage:
- Size: 1.25 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Ner_tagger.jl
NER (Named Entity Recognition) Tagging using Flux
## Dataset
- [CoNLL 2003](https://www.clips.uantwerpen.be/conll2003/ner/)
- [Reuters Corpus file](https://worksheets.codalab.org/bundles/0x1555644dcd6e42df8220676cb4d2b819/)
## References and Links
- [End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF](https://arxiv.org/abs/1603.01354) - (Xuezhe Ma and Eduard Hovy)
- [http://aclweb.org/anthology/W03-0419](http://aclweb.org/anthology/W03-0419)
- [https://github.com/guillaumegenthial/sequence_tagging](https://github.com/guillaumegenthial/sequence_tagging)
- [https://github.com/jayavardhanr/End-to-end-Sequence-Labeling](https://github.com/jayavardhanr/End-to-end-Sequence-Labeling-via-Bi-directional-LSTM-CNNs-CRF-Tutorial)
- [A Dataset with more entities](https://noisy-text.github.io/2017/emerging-rare-entities.html)