This dataset consists of 6,642 question/answer pairs. The questions are supposed to be answerable by Freebase, a large knowledge graph. The questions are mostly centered around a single named entity. The questions are popular ones asked on the web (at least in 2013).

Supported Tasks and Leaderboards

More Information Needed

Languages

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Dataset Structure

Data Instances

default

Size of downloaded dataset files: 1.27 MB
Size of the generated dataset: 0.83 MB
Total amount of disk used: 2.10 MB

An example of 'train' looks as follows.

{
    "answers": ["Jamaican Creole English Language", "Jamaican English"],
    "question": "what does jamaican people speak?",
    "url": "http://www.freebase.com/view/en/jamaica"
}

Data Fields

The data fields are the same among all splits.

default

url: a string feature.
question: a string feature.
answers: a list of string features.

Data Splits

name	train	test
default	3778	2032

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

@inproceedings{berant-etal-2013-semantic,
    title = "Semantic Parsing on {F}reebase from Question-Answer Pairs",
    author = "Berant, Jonathan  and
      Chou, Andrew  and
      Frostig, Roy  and
      Liang, Percy",
    booktitle = "Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2013",
    address = "Seattle, Washington, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D13-1160",
    pages = "1533--1544",
}