Data · dataset · 2022
UBC-NLP/orca
Listed in Hugging Face Datasets
Description
In this work, we introduce ORCA, a publicly available benchmark for Arabic language understanding evaluation. ORCA is carefully constructed to cover diverse Arabic varieties and a wide range of challenging Arabic understanding tasks exploiting 60 different datasets across seven NLU task clusters. To measure current progress in Arabic NLU, we use ORCA to offer a comprehensive comparison between 18 multilingual and Arabic language models.… See the full description on the dataset page: huggingface.co/datasets/UBC-NLP/orca.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/UBC-NLP/orca ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2212.10758 arxiv.org/abs/2212.10758 ↗
publication · from Hugging Face
- arXiv:2004.01401 arxiv.org/abs/2004.01401 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/UBC-NLP/orca ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text classification · token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Natural language processing 76%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | UBC-NLP/orca | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:field:460208 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (76%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:token-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 |