Use SpaCy to extract named entities directly from embeddings

[SheikhMasturaFarzana]

Hello, has anyone ever tried to extract named entities using SpaCy or any other NER models directly from text embeddings? I have a collection of text that comes with embeddings and my assumption is that it'll be faster to extract named entities from the embeddings directly instead of plain text. Any ideas, resources are welcome.