metadata

annotations_creators:
  - found
language_creators:
  - found
language:
  - en
license:
  - cc-by-sa-4.0
multilinguality:
  - monolingual
size_categories:
  - 1K<n<10K
source_datasets:
  - original
task_categories:
  - question-answering
task_ids:
  - open-domain-qa
  - multiple-choice-qa
pretty_name: Ai2Arc
language_bcp47:
  - en-US
dataset_info:
  - config_name: ARC-Challenge
    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:
  - config_name: ARC-Challenge
    data_files:
      - split: train
        path: ARC-Challenge/train-*
      - split: test
        path: ARC-Challenge/test-*
      - split: validation
        path: ARC-Challenge/validation-*
  - config_name: ARC-Easy
    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"

Dataset Description

Homepage: https://allenai.org/data/arc
Repository: More Information Needed
Paper: Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Point of Contact: More Information Needed
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

from datasets import load_dataset

dataset=load_dataset(
    "Sadanto3933/ai2_arc",
    "ARC-Challenge",
    split="train",
    )

# ...

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

ARC-Challenge

An example of 'train' looks as follows.

{
    "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?"
}

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.

{
    "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

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},
}