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Option to average vectors when using "merge_entity" pipeline. #5082

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mitchelldehaven opened this issue Mar 2, 2020 · 2 comments · Fixed by #5085
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Option to average vectors when using "merge_entity" pipeline. #5082

mitchelldehaven opened this issue Mar 2, 2020 · 2 comments · Fixed by #5085
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enhancement Feature requests and improvements feat / pipeline Feature: Processing pipeline and components feat / vectors Feature: Word vectors and similarity

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@mitchelldehaven
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Would it be possible to have an option for averaging the vectors of merge entities when using the "merge_entities" pipeline? For example, when named entities are represented as a Span in doc.ents, you can have a vector representation which is the average over the vectors in the Span. When using the merge_entities pipeline, the vector representation of the entity is a zero vector.
@svlandeg svlandeg added feat / pipeline Feature: Processing pipeline and components feat / vectors Feature: Word vectors and similarity enhancement Feature requests and improvements labels Mar 2, 2020
@svlandeg svlandeg mentioned this issue Mar 2, 2020
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svlandeg commented Mar 2, 2020

I think that would make sense - cf. PR #5085 !

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This thread has been automatically locked since there has not been any recent activity after it was closed. Please open a new issue for related bugs.

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enhancement Feature requests and improvements feat / pipeline Feature: Processing pipeline and components feat / vectors Feature: Word vectors and similarity
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set vector of merged entity svlandeg/spaCy
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