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
|
|