Update README.md

README.md

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 **Knowledgator** is an open-source ML research company focused on advancing the information extraction field.\
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-**Research:** reinventing encoder architecture to benefit anyone who is looking for efficient open-source information extraction models\
+**Research:** reinventing encoder architecture to benefit anyone who is looking for efficient open-source information extraction models.