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--- |
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tags: |
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- flair |
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- token-classification |
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- sequence-tagger-model |
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language: en |
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widget: |
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- text: "SELECT shipping FROM users WHERE shipping = '201 Thayer St Providence RI 02912'" |
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--- |
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## English PII in Flair |
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This is the large 5-class NER model for English trained on protocol trace data generated by [Privy](https://github.com/pixie-io/pixie/tree/main/src/datagen/pii/privy/) |
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F1-Score: **0.9522** |
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Predicts 5 tags: |
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| **tag** | **meaning** | |
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|---------------------------------|-----------| |
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| PER | person name | |
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| LOC | location name | |
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| ORG | organization name | |
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| DATE_TIME | dates and times | |
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| NRP | nationalities, religious and political groups | |
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Uses distilbert embeddings. |
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--- |
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