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@@ -139,7 +139,6 @@ NER powers applications by extracting structured data from unstructured text, en
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  ![Banner](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgNRLJk65Yaz8HqORLc2PEqvoC2H-OtNJc72qsEJfv7kX7-hG7jE-ZEIB5Lay_tp86D2edA_6Xj3T_u0DOuSx8Dt9UJahZiVMZEZORifq5XfCj5jA_zrvnRbtLhnC_AfNEocTbNRwzCEY53hCq_cUiL8FyP3THQq9mHbLdaCbxZnbWqqgWoB3DJYrsZk8c/s16000/2.jpg)
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  ## NER Tags & Purposes 🏷️
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  The dataset uses the **BIO tagging scheme**:
@@ -149,7 +148,7 @@ The dataset uses the **BIO tagging scheme**:
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  Below is a table of the 36 NER tags with their purposes and emojis for visual appeal:
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- | Tag Name | Purpose
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  |------------------|--------------------------------------------------------------------------|--------|
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  | B-CARDINAL | Beginning of a cardinal number (e.g., "1000") | πŸ”’ |
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  | B-DATE | Beginning of a date (e.g., "January") | πŸ—“οΈ |
@@ -197,7 +196,6 @@ For `"Microsoft opened in Tokyo on January 2025"`:
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  - **Tokens**: `["Microsoft", "opened", "in", "Tokyo", "on", "January", "2025"]`
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  - **Tags**: `[B-ORG, O, O, B-GPE, O, B-DATE, I-DATE]`
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  ## Installation πŸ› οΈ
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  Install dependencies to work with the dataset:
 
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  ![Banner](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgNRLJk65Yaz8HqORLc2PEqvoC2H-OtNJc72qsEJfv7kX7-hG7jE-ZEIB5Lay_tp86D2edA_6Xj3T_u0DOuSx8Dt9UJahZiVMZEZORifq5XfCj5jA_zrvnRbtLhnC_AfNEocTbNRwzCEY53hCq_cUiL8FyP3THQq9mHbLdaCbxZnbWqqgWoB3DJYrsZk8c/s16000/2.jpg)
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  ## NER Tags & Purposes 🏷️
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  The dataset uses the **BIO tagging scheme**:
 
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  Below is a table of the 36 NER tags with their purposes and emojis for visual appeal:
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+ | Tag Name | Purpose | Emoji |
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  |------------------|--------------------------------------------------------------------------|--------|
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  | B-CARDINAL | Beginning of a cardinal number (e.g., "1000") | πŸ”’ |
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  | B-DATE | Beginning of a date (e.g., "January") | πŸ—“οΈ |
 
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  - **Tokens**: `["Microsoft", "opened", "in", "Tokyo", "on", "January", "2025"]`
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  - **Tags**: `[B-ORG, O, O, B-GPE, O, B-DATE, I-DATE]`
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  ## Installation πŸ› οΈ
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  Install dependencies to work with the dataset: