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README.md
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@@ -31,13 +31,7 @@ A `bert-base-uncased` model finetuned on a custom dataset to detect `Country` an
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### Custom Dataset
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We weakly supervised the [Ultra-Fine Entity Typing](https://www.cs.utexas.edu/~eunsol/html_pages/open_entity.html) dataset to include the `City` and `Country` information. We also did some extra preprocessing to remove false labels.
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The model predicts 3 different tags:
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| **Predicted Tag**| **Meaning** |
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|------------------|-------------|
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| LABEL_0 | Others |
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| LABEL_2 | Country |
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| LABEL_3 | City |
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### Custom Dataset
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We weakly supervised the [Ultra-Fine Entity Typing](https://www.cs.utexas.edu/~eunsol/html_pages/open_entity.html) dataset to include the `City` and `Country` information. We also did some extra preprocessing to remove false labels.
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The model predicts 3 different tags: `OTHER`, `CITY` and `COUNTRY`
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