
cointegrated/rubert-base-cased-nli-threeway
Zero-Shot Classification
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This dataset was introduced in the Habr post "Нейросети для Natural Language Inference (NLI): логические умозаключения на русском языке".
It is composed from various English NLI datasets automatically translated into Russian.
Here are the sizes of the source datasets included into different splits:
source | train | dev | test |
---|---|---|---|
add_one_rte | 4991 | 387 | 0 |
anli_r1 | 16946 | 1000 | 1000 |
anli_r2 | 45460 | 1000 | 1000 |
anli_r3 | 100459 | 1200 | 1200 |
copa | 800 | 200 | 0 |
fever | 162330 | 20478 | 20343 |
help | 29347 | 3355 | 3189 |
iie | 281643 | 31232 | 0 |
imppres | 10179 | 7661 | 7660 |
joci | 8412 | 939 | 0 |
mnli | 392662 | 19647 | 0 |
monli | 2186 | 269 | 223 |
mpe | 9000 | 1000 | 0 |
qnli | 108436 | 5732 | 0 |
scitail | 24900 | 2126 | 0 |
sick | 9500 | 500 | 0 |
snli | 549297 | 9831 | 0 |
Most of the original data were taken from the repository felipessalvatore/NLI_datasets.