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Published 20 hours ago • verified publisher icon OpenNMT

Example-based Reweighting

Open siddk opened this issue 4 years ago • 2 comments

Is there a way to reweight individual examples (sentence pairs) by some value? E.g. scale the loss for a given example by 0.5 (arbitrary scalars).

siddk avatar Dec 04 '19 22:12 siddk

the operation of reweighting is quite straight forward, the question is more what you want to reweight and based on what criterion. maybe the best is to have a look at #1438 which was never merged but very interesting.

vince62s avatar Dec 05 '19 06:12 vince62s

@siddk let us know if you have some interesting results with #1438! There are some conflicts with current master because it was done a while ago but we might fix them and merge if it appears useful.

francoishernandez avatar Dec 10 '19 09:12 francoishernandez