Table · dataset · 2022
Algebra Question Answering with Rationales
Listed in Hugging Face Datasets
Dataset Card for AQUA-RAT Dataset
Description
Summary
A large-scale dataset consisting of approximately 100,000 algebraic word problems. The solution to each question is explained step-by-step using natural language. This data is used to train a program generation model that learns to generate the explanation, while generating the program that solves the question.
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Supported Tasks and Leaderboards Languages en Dataset Structure Data Instances… See the full description on the dataset page: huggingface.co/datasets/deepmind/aqua_rat.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/deepmind/aqua_rat ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1705.04146 arxiv.org/abs/1705.04146 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/deepmind/aqua_rat ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text
- From keywords
- Computer Science & AI
- Inferred from text
- Artificial intelligence 70%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | deepmind/aqua_rat | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4602 | enrichment · Hugging Face | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| 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[task].hf_task:question-answering | 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 |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| 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 |