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Implement better handling of rare words. Currently, we simply drop words that appear less than some threshold number of times (saber.constants.NUM_RARE).
There exist better schemes, such as word dropout, which drops words with some probability inversely proportional to their number of occurrences.
Implement better handling of rare words. Currently, we simply drop words that appear less than some threshold number of times (
saber.constants.NUM_RARE
).There exist better schemes, such as word dropout, which drops words with some probability inversely proportional to their number of occurrences.
Double check that this is compatible with BERT.
See
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