Open sourcing Embedding Projector: a tool for visualizing high dimensional data

Re:Open sourcing Embedding Projector: a tool for visualizing... by garysieling on Wednesday December 07, 2016 @02:20PM (#13125326)

Do you know what the best options are currently for the labelling part? I'm looking for a tool to highlight phrases to train an entity recognition. IBM has something, but it's pretty expensive, and I'm not sure what this would be called.

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Re:Open sourcing Embedding Projector: a tool for visualizing... by jph00 on Wednesday December 07, 2016 @03:07PM (#13125735)

I'm not aware of any systems that I think are much good. It's a big gap.

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Re:Open sourcing Embedding Projector: a tool for visualizing... by nl on Wednesday December 07, 2016 @03:52PM (#13126106)

Not entirely sure what you are looking for, but have you seen https://demos.explosion.ai/displacy-ent/?

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Re:Open sourcing Embedding Projector: a tool for visualizing... by garysieling on Wednesday December 07, 2016 @04:22PM (#13126327)

This is right sort of UI. I want to be able to highlight text and say what type of entity is selected to train a new model.

It needs to be more of a workflow based system though, so you can upload 10s of thousands of documents and tag them as quickly as is reasonable.

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Re:Open sourcing Embedding Projector: a tool for visualizing... by nl on Wednesday December 07, 2016 @10:43PM (#13128259)

I think BRAT can do that: http://brat.nlplab.org/index.html

I've never used it for doing the annotation myself though.

There are a few other possible tools here: https://omictools.com/text-annotation-category

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Re:Open sourcing Embedding Projector: a tool for visualizing... by garysieling on Thursday December 08, 2016 @07:09AM (#13129838)

This looks like what I need, thanks!

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