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Datasets:
cointegrated
/
nli-rus-translated-v2021

Tasks:
Text Classification
Modalities:
Tabular
Text
Formats:
parquet
Sub-tasks:
natural-language-inference
Languages:
Russian
Size:
1M - 10M
Libraries:
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nli-rus-translated-v2021
File size: 2,488 Bytes 
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---
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
task_categories:
- text-classification
task_ids:
- natural-language-inference
language:
- ru
size_categories:
- 1M<n<10M
---
# 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"](https://habr.com/ru/articles/582620/).

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](https://github.com/felipessalvatore/NLI_datasets).


[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)