https://www.practicallinguist.com/lte-labeling-data-for-machine-learning/ Linguistics meets computers Wed, 06 Mar 2019 14:19:21 +0000 hourly 1 https://wordpress.org/?v=5.2.2 https://www.practicallinguist.com/lte-labeling-data-for-machine-learning/#comment-11 Wed, 06 Mar 2019 14:19:21 +0000 http://www.practicallinguist.com/?p=256#comment-11 I think parts of labeling could be outsourced, but with much caution. First the data scientist working on the problem needs to understand the data thoroughly, and then the domain experts need to label it. Some very simple parts could be then be outsourced to someone you know you can rely on.
Cool about prodi.gy, thanks for the link!

]]> https://www.practicallinguist.com/lte-labeling-data-for-machine-learning/#comment-7 Wed, 01 Aug 2018 16:51:49 +0000 http://www.practicallinguist.com/?p=256#comment-7 I agree with you: I would never outsource labeling. Prodi.gy is a potential solution (but the guys from Spacy). We use a simple Excel tool with green and red buttons (for binary classification) to keep the cognitive load as low as possible.

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