Create README.md
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README.md
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---
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language: bn
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datasets:
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- wikiann
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---
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<h1>Bengali Named Entity Recognition</h1>
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Fine-tuning bert-base-multilingual-cased on Wikiann dataset for performing NER on Bengali language.
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## Label and ID Mapping
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| Label ID | Label |
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| -------- | ----- |
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|0 | O |
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| 1 | B-PER |
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| 2 | I-PER |
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| 3 | B-ORG|
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| 4 | I-ORG |
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| 5 | B-LOC |
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| 6 | I-LOC |
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<h1>Results</h1>
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| Name | Overall F1 | LOC F1 | ORG F1 | PER F1 |
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| ---- | -------- | ----- | ---- | ---- |
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| Validation set | 0.970187 | 0.969212 | 0.956831 | 0.982079 |
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| Test set | 0.9673011 | 0.967120 | 0.963614 | 0.970938 |
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