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Re:SpaCy v3.0 Nightly by syllogism on Thursday October 15, 2020 @02:30PM (#24792023)
Yes, that's the sort of thing that's now much better. See here for discussion about using transformers in v3: https://nightly.spacy.io/usage/embeddings-transformers

Document similarity is a tricky thing to get into the main API though, which is organised around the idea of sending a Doc through a sequence of steps, each of which adds or updates annotations. The signature for document similarity is fundamentally different. In the end we decided to not try to shoe-horn it in. Not everything needs to be one function call. So document relation predictions (including document similarity) wouldn't be a standard pipeline component.

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