Datasetpublic

Sadanto3933/ai2_arc

Dataset Card for "ai2_arc" 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": {… See the full description on the dataset page: https://huggingface.co/datasets/Sadanto3933/ai2_arc.

sourceHugging Facecc-by-sa-4.0updated 2y agoView on Hugging Face

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Dataset Card

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

python

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.

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?"
}

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

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},
}