QASC is a question-answering dataset with a focus on sentence composition. It consists of 9,980 8-way multiple-choice questions about grade school science (8,134 train, 926 dev, 920 test), and comes with a corpus of 17M sentences.
Rows9,980
Configurations1
Size2.4 MB
Licensecc-by-4.0
AccessPublicly accessible
Monthly Downloads131.3k
Dataset Card
By Ai2, published under cc-by-4.0, revision a34ba204eb9a.
Dataset Card for "qasc"
Table of Contents
- Dataset Description
- Dataset Summary
- Supported Tasks and Leaderboards
- Languages
- Dataset Structure
- Data Instances
- Data Fields
- Data Splits
- Dataset Creation
- Curation Rationale
- Source Data
- Annotations
- Personal and Sensitive Information
- Considerations for Using the Data
- Social Impact of Dataset
- Discussion of Biases
- Other Known Limitations
- Additional Information
- Dataset Curators
- Licensing Information
- Citation Information
- Contributions
Dataset Description
- Homepage: https://allenai.org/data/qasc
- Repository: https://github.com/allenai/qasc/
- Paper: QASC: A Dataset for Question Answering via Sentence Composition
- Point of Contact: More Information Needed
- Size of downloaded dataset files: 1.61 MB
- Size of the generated dataset: 5.87 MB
- Total amount of disk used: 7.49 MB
Dataset Summary
QASC is a question-answering dataset with a focus on sentence composition. It consists of 9,980 8-way multiple-choice questions about grade school science (8,134 train, 926 dev, 920 test), and comes with a corpus of 17M sentences.
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
default
Structure
default 9,980 rows
| Split | Rows | Size |
|---|---|---|
| train | 8,134 | 4.9 MB |
| test | 920 | 390.5 KB |
| validation | 926 | 559.2 KB |
idstringquestionstringchoicesSequenceanswerKeystringfact1stringfact2stringcombinedfactstringformatted_questionstring
Details
- Repository
- allenai/qasc
- Publisher
- Ai2
- Task category
- Question answering
- Tags
- Not stated by the source
- Size category
- 1K<n<10K
- Languages
- en
- Revision
- a34ba204eb9a33b919c10cc08f4f1c8dae5ec070
- Last updated
- 2024-01-04
Files
5 files, 2.4 MB in total.
Data3 files · 2.3 MB
Documentation1 file · 7.5 KB
Repository1 file · 1.2 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| data/test-00000-of-00001.parquet | Data | 158.2 KB | 495cfbd17abc |
| data/train-00000-of-00001.parquet | Data | 2.0 MB | b9a297b5ab55 |
| data/validation-00000-of-00001.parquet | Data | 223.6 KB | d1ae34ae13c5 |
| README.md | Documentation | 7.5 KB | — |
| .gitattributes | Repository | 1.2 KB | — |
License and Download
- License
- cc-by-4.0
- Access
- No access gate
Download from Ai2
Released by Ai2 through its official repository on Hugging Face. Read the license.