Dataset Card for "quartz"

Dataset Description
Dataset Structure
Dataset Creation
Considerations for Using the Data
Additional Information

Dataset Description

Homepage: https://allenai.org/data/quartz
Repository: More Information Needed
Paper: More Information Needed
Point of Contact: More Information Needed
Size of downloaded dataset files: 0.47 MB
Size of the generated dataset: 1.64 MB
Total amount of disk used: 2.12 MB

QuaRTz is a crowdsourced dataset of 3864 multiple-choice questions about open domain qualitative relationships. Each question is paired with one of 405 different background sentences (sometimes short paragraphs). The QuaRTz dataset V1 contains 3864 questions about open domain qualitative relationships. Each question is paired with one of 405 different background sentences (sometimes short paragraphs).

The dataset is split into train (2696), dev (384) and test (784). A background sentence will only appear in a single split.

default

Size of downloaded dataset files: 0.47 MB
Size of the generated dataset: 1.64 MB
Total amount of disk used: 2.12 MB

An example of 'train' looks as follows.

{
    "answerKey": "A",
    "choices": {
        "label": ["A", "B"],
        "text": ["higher", "lower"]
    },
    "id": "QRQA-10116-3",
    "para": "Electrons at lower energy levels, which are closer to the nucleus, have less energy.",
    "para_anno": {
        "cause_dir_sign": "LESS",
        "cause_dir_str": "closer",
        "cause_prop": "distance from a nucleus",
        "effect_dir_sign": "LESS",
        "effect_dir_str": "less",
        "effect_prop": "energy"
    },
    "para_id": "QRSent-10116",
    "question": "Electrons further away from a nucleus have _____ energy levels than close ones.",
    "question_anno": {
        "less_cause_dir": "electron energy levels",
        "less_cause_prop": "nucleus",
        "less_effect_dir": "lower",
        "less_effect_prop": "electron energy levels",
        "more_effect_dir": "higher",
        "more_effect_prop": "electron energy levels"
    }
}

Data Fields

The data fields are the same among all splits.

default

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.
para: a string feature.
para_id: a string feature.
effect_prop: a string feature.
cause_dir_str: a string feature.
effect_dir_str: a string feature.
cause_dir_sign: a string feature.
effect_dir_sign: a string feature.
cause_prop: a string feature.
more_effect_dir: a string feature.
less_effect_dir: a string feature.
less_cause_prop: a string feature.
more_effect_prop: a string feature.
less_effect_prop: a string feature.
less_cause_dir: a string feature.

Data Splits Sample Size

name	train	validation	test
default	2696	384	784

@InProceedings{quartz,
  author = {Oyvind Tafjord and Matt Gardner and Kevin Lin and Peter Clark},
  title = {"QUARTZ: An Open-Domain Dataset of Qualitative Relationship
Questions"},

  year = {"2019"},
}

Contributions

Thanks to @patrickvonplaten, @lewtun, @thomwolf for adding this dataset.

Datasets:

allenai
/

quartz

Dataset Card for "quartz"

Table of Contents

Dataset Description

Dataset Summary

Supported Tasks

Languages

Dataset Structure

Data Instances

default

Data Fields

default

Data Splits Sample Size

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