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Update README.md

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@@ -65,5 +65,5 @@ The dataset consists of **31** classes, including None values.
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  * support & philanthropy - philanthropic activities or donations.
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  * department establishment - establishing a new department or division.
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  * funding round - raising a new round of funding.
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- * patent publication - bublication of a new patent filing.
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  * support & philanthropy - philanthropic activities or donations.
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  * department establishment - establishing a new department or division.
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  * funding round - raising a new round of funding.
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+ * patent publication - publication of a new patent filing.
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