|
--- |
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annotations_creators: |
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- found |
|
language_creators: |
|
- found |
|
language: |
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- en |
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license: |
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- cc-by-sa-4.0 |
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multilinguality: |
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- monolingual |
|
size_categories: |
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- 1K<n<10K |
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source_datasets: |
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- original |
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task_categories: |
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- question-answering |
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task_ids: |
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- open-domain-qa |
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- multiple-choice-qa |
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pretty_name: Ai2Arc |
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language_bcp47: |
|
- en-US |
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dataset_info: |
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- config_name: ARC-Challenge |
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features: |
|
- name: id |
|
dtype: string |
|
- name: question |
|
dtype: string |
|
- name: choices |
|
sequence: |
|
- name: text |
|
dtype: string |
|
- name: label |
|
dtype: string |
|
- name: answerKey |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 349760 |
|
num_examples: 1119 |
|
- name: test |
|
num_bytes: 375511 |
|
num_examples: 1172 |
|
- name: validation |
|
num_bytes: 96660 |
|
num_examples: 299 |
|
download_size: 449460 |
|
dataset_size: 821931 |
|
- config_name: ARC-Easy |
|
features: |
|
- name: id |
|
dtype: string |
|
- name: question |
|
dtype: string |
|
- name: choices |
|
sequence: |
|
- name: text |
|
dtype: string |
|
- name: label |
|
dtype: string |
|
- name: answerKey |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 619000 |
|
num_examples: 2251 |
|
- name: test |
|
num_bytes: 657514 |
|
num_examples: 2376 |
|
- name: validation |
|
num_bytes: 157394 |
|
num_examples: 570 |
|
download_size: 762935 |
|
dataset_size: 1433908 |
|
configs: |
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- config_name: ARC-Challenge |
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data_files: |
|
- split: train |
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path: ARC-Challenge/train-* |
|
- split: test |
|
path: ARC-Challenge/test-* |
|
- split: validation |
|
path: ARC-Challenge/validation-* |
|
- config_name: ARC-Easy |
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data_files: |
|
- split: train |
|
path: ARC-Easy/train-* |
|
- split: test |
|
path: ARC-Easy/test-* |
|
- split: validation |
|
path: ARC-Easy/validation-* |
|
--- |
|
|
|
# Dataset Card for "ai2_arc" |
|
|
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## Dataset Description |
|
|
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- **Homepage:** [https://allenai.org/data/arc](https://allenai.org/data/arc) |
|
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Paper:** [Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge](https://arxiv.org/abs/1803.05457) |
|
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Size of downloaded dataset files:** 1361.68 MB |
|
- **Size of the generated dataset:** 2.28 MB |
|
- **Total amount of disk used:** 1363.96 MB |
|
|
|
## Usage |
|
|
|
```python |
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from datasets import load_dataset |
|
|
|
dataset=load_dataset( |
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"Sadanto3933/ai2_arc", |
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"ARC-Challenge", |
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split="train", |
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) |
|
|
|
# ... |
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``` |
|
|
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Languages |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
#### ARC-Challenge |
|
|
|
An example of 'train' looks as follows. |
|
```json |
|
{ |
|
"answerKey": "B", |
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"choices": { |
|
"label": ["A", "B", "C", "D"], |
|
"text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."] |
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}, |
|
"id": "Mercury_SC_405487", |
|
"question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?" |
|
} |
|
``` |
|
|
|
#### ARC-Easy |
|
|
|
- **Size of downloaded dataset files:** 680.84 MB |
|
- **Size of the generated dataset:** 1.45 MB |
|
- **Total amount of disk used:** 682.29 MB |
|
|
|
An example of 'train' looks as follows. |
|
```json |
|
{ |
|
"answerKey": "B", |
|
"choices": { |
|
"label": ["A", "B", "C", "D"], |
|
"text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."] |
|
}, |
|
"id": "Mercury_SC_405487", |
|
"question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?" |
|
} |
|
``` |
|
|
|
### Data Fields |
|
|
|
The data fields are the same among all splits. |
|
|
|
#### ARC-Challenge |
|
- `id`: a `string` feature. |
|
- `question`: a `string` feature. |
|
- `choices`: a dictionary feature containing: |
|
- `text`: a `string` feature. |
|
- `label`: a `string` feature. |
|
- `answerKey`: a `string` feature. |
|
|
|
#### ARC-Easy |
|
- `id`: a `string` feature. |
|
- `question`: a `string` feature. |
|
- `choices`: a dictionary feature containing: |
|
- `text`: a `string` feature. |
|
- `label`: a `string` feature. |
|
- `answerKey`: a `string` feature. |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Citation Information |
|
|
|
``` |
|
@article{allenai:arc, |
|
author = {Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and |
|
Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord}, |
|
title = {Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge}, |
|
journal = {arXiv:1803.05457v1}, |
|
year = {2018}, |
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} |
|
|
|
``` |
|
|
|
|