Re:New deep learning course by Andrew Ng
by damvigilante on Sunday August 13, 2017 @02:19PM
(#15004129)
I don't know about the specific project SoMisanthrope is talking about, but these types of tools are often used in conjunction with human graders. e.g. Instead of having 2 human graders, you automate the grading and have 1 human grader, and if the grades differ by some amount, only then do you bring in a secondary grader.
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Re:New deep learning course by Andrew Ng
by SoMisanthrope on Thursday August 17, 2017 @01:44PM
(#15039013)
Good point DamVigilante. We trained the model using hundreds of human-scored essays. They were all double or triple scored, to validate IRR. I think that's why the model is performing so well. But, there is always room for improvement! :-)