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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 some
by garysieling 10y ago
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.
- jph00 10y agoI'm not aware of any systems that I think are much good. It's a big gap.
- nl 10y agoNot entirely sure what you are looking for, but have you seen https://demos.explosion.ai/displacy-ent/ https://demos.explosion.ai/displacy-ent/?
- garysieling 10y agoThis 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.
- nl 10y agoI think BRAT can do that: http://brat.nlplab.org/index.html 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 https://omictools.com/text-annotation-category
- garysieling 10y agoThis looks like what I need, thanks!