b4b30b6d6306cb08f3bcbfba7287684dd01a7c60
Classifier with RoBERTa neural-network transformer roberta

 

challenge
"He Said She Said" classification challenge (2nd edition)
submitter
kaczla
submitted
2020-05-02 12:41:44.692974 UTC
original repo
git@git.wmi.amu.edu.pl:s402227/petite-difference-challenge2 / branch master
publicly available at
git://gonito.net/petite-difference-challenge2 / branch submission-05851
browsable at
https://gonito.net/gitlist/petite-difference-challenge2.git/submission-05851/
clone by
git clone --single-branch git://gonito.net/petite-difference-challenge2 -b submission-05851
# corpus model seq_len sliding valid dev-0 Accuracy dev-1 Accuracy test-A Accuracy
472 base_with_cc small 256 False dev-0 0.72328 0.71980 0.71603
471 base_with_cc small 128 False dev-0 0.71685 0.71588 0.71112
470 base small 512 False dev-0 0.72839 0.72392 0.71900
469 base small 256 False dev-0 0.72722 0.72474 0.71711
468 base small 128 True dev-0 0.71886 0.71783 0.71010
467 base small 128 False dev-1 0.71623 0.71499 0.70933
466 base small 128 False dev-0 0.71972 0.71869 0.71250
465 base small 128 False dev-0-dev-1 0.72099 0.71799 0.71292
464 base normal 512 False dev-0 0.71632 0.71134 0.70462
463 base normal 256 False dev-0 0.73558 0.73049 0.72432
462 base normal 128 False dev-0 0.72824 0.72552 0.71995
461 base big 512 False dev-0 0.74090 0.73562 0.72914
460 base big 256 False dev-0 0.74382 0.74011 0.73017
459 base big 128 False dev-0 0.73382 0.72900 0.72484