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Thanks for the feedback — added context to that sentence to make it more clear! The main interesting thing is that none of the Amazon data was labeled, while t
by gdb 10y ago
Thanks for the feedback — added context to that sentence to make it more clear!
The main interesting thing is that none of the Amazon data was labeled, while the 232 labeled examples were.
- p1esk 10y agoVery interesting, this reminds me of the 2012 paper by Andrew Ng: Building High-level Features Using Large Scale Unsupervised Learning
- joshuamorton 10y agoTo further clarify: does unlabeled mean "we didn't use sentiment data" or "we were only trying to predict the next character given the prior characters", since the amazon data does come with associated 1-5 star ratings, were those used or not?
- gdb 10y agoWe did not use the star ratings.
- joshuamorton 10y agoThat's what I thought, and that makes this all the more interesting!
- technotony 10y agoHave you looked at cross referencing against the star ratings? Would be interesting to see how predictive this was of those ratings... or even if another variable in the system could predict that?