Table · dataset · 2022
MoritzLaurer/multilingual-NLI-26lang-2mil7
Listed in Hugging Face Datasets
Datasheet for the dataset: multilingual-NLI-26lang-2mil7 Dataset
Description
Summary
This dataset contains 2 730 000 NLI text pairs in 26 languages spoken by more than 4 billion people. The dataset can be used to train models for multilingual NLI (Natural Language Inference) or zero-shot classification. The dataset is based on the English datasets MultiNLI, Fever-NLI, ANLI, LingNLI and WANLI and was created using the latest open-source machine translation models.
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The dataset is… See the full description on the dataset page: huggingface.co/datasets/MoritzLaurer/multilingual-NLI-26lang-2mil7.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/MoritzLaurer/multilingual-NLI-26lang-2mil7 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2104.07179 arxiv.org/abs/2104.07179 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/MoritzLaurer/multilingual-NLI-26lang-2mil7 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | MoritzLaurer/multilingual-NLI-26lang-2mil7 | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |