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Update README.md
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README.md
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---
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license: cc-by-4.0
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---
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# A Named Entity Recognition Model for Kazakh
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- The model was inspired by the [LREC 2022](https://lrec2022.lrec-conf.org/en/) paper [*KazNERD: Kazakh Named Entity Recognition Dataset*](https://aclanthology.org/2022.lrec-1.44).
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KazNERD (Original)| Token | 1,043,305 (80.11%) | 129,223 (9.92%)| 129,824 (9.97%) | 1,302,352 (100%) |
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KazNERD (Cleaned) | Token | 1,088,461 (80.04%) | 136,021 (10.00%) | 135,426 (9.96%) | 1,359,908 (100%) |
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KazNERD (Original)| NE | 109,342 (80.20%) | 13,483 (9.89%)| 13,508 (9.91%) | 136,333 (100%) |
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KazNERD (Cleaned) | NE | 106,148 (80.17%) | 13,189 (9.96%) | 13,072 (9.87%) | 132,409 (100%) |
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---
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license: cc-by-4.0
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language:
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- kk
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metrics:
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- f1
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- precision
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- recall
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pipeline_tag: token-classification
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tags:
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- Kazakh
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- NER
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- Named Entity Recognition
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- XLM-RoBERTa
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---
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# A Named Entity Recognition Model for Kazakh
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- The model was inspired by the [LREC 2022](https://lrec2022.lrec-conf.org/en/) paper [*KazNERD: Kazakh Named Entity Recognition Dataset*](https://aclanthology.org/2022.lrec-1.44).
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KazNERD (Original)| Token | 1,043,305 (80.11%) | 129,223 (9.92%)| 129,824 (9.97%) | 1,302,352 (100%) |
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KazNERD (Cleaned) | Token | 1,088,461 (80.04%) | 136,021 (10.00%) | 135,426 (9.96%) | 1,359,908 (100%) |
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KazNERD (Original)| NE | 109,342 (80.20%) | 13,483 (9.89%)| 13,508 (9.91%) | 136,333 (100%) |
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KazNERD (Cleaned) | NE | 106,148 (80.17%) | 13,189 (9.96%) | 13,072 (9.87%) | 132,409 (100%) |
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