| --- |
| license: mit |
| language: |
| - ru |
| tags: |
| - rubert |
| - ner |
| --- |
| |
| This is a Russian NER system trained using a Frustratingly Easy Domain Adaptation architecture. It is based on RuBERT and supports different tagsets all using IOBES formats: |
| 1. Wikiann (LOC, PER, ORG) |
| 2. SlavNER 19/21 (EVT, LOC, ORG, PER, PRO) |
| 4. CNE5 (GEOPOLIT, LOC, MEDIA, PER, ORG) |
| 5. FactRuEval (LOC, ORG, PER) |
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| PER: person, LOC: location, ORG: organization, EVT: event, PRO: product, MISC: Miscellaneous, MEDIA: media, ART: Artifact, TIME: time, DATE: date, GEOPOLIT: Geopolitical, |
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| You can select the tagset to use in the output by configuring the model. This models manages differently uppercase words. |
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| More information about the model can be found in the paper (https://aclanthology.org/2021.bsnlp-1.12.pdf) and GitHub repository (https://github.com/EMBEDDIA/NER_FEDA). |
