Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
natural-language-inference
Languages:
Russian
Size:
1M - 10M
metadata
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: dev
path: data/dev-*
- split: test
path: data/test-*
dataset_info:
features:
- name: premise
dtype: string
- name: hypothesis
dtype: string
- name: label
dtype: string
- name: source
dtype: string
- name: split
dtype: string
- name: premise_ru
dtype: string
- name: hypothesis_ru
dtype: string
- name: reverse_entailment_score
dtype: float64
- name: len_ratio
dtype: float64
- name: idx
dtype: int64
splits:
- name: train
num_bytes: 1156491691
num_examples: 1756548
- name: dev
num_bytes: 78632908
num_examples: 106557
- name: test
num_bytes: 30464486
num_examples: 34615
download_size: 504709758
dataset_size: 1265589085
Dataset Card for "nli-rus-translated-v2021"
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 with two different methods.
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.