deepmind / Narrativeqa
Licence: apache-2.0
This repository contains the NarrativeQA dataset. It includes the list of documents with Wikipedia summaries, links to full stories, and questions and answers.
Stars: ✭ 376
Programming Languages
shell
77523 projects
The NarrativeQA Reading Comprehension Challenge Dataset
This repository contains the NarrativeQA dataset. It includes the list of documents with Wikipedia summaries, links to full stories, and questions and answers.
For a detailed description of this see the paper The NarrativeQA Reading Comprehension Challenge. Please cite the paper if you use this corpus in your work.
Files
- documents.csv - contains document_id, set, kind, story_url, story_file_size, wiki_url, wiki_title, story_word_count, story_start, story_end. The word count is approximate after some basic cleanup and tokenization.
- third_party/wikipedia/summaries.csv - contains document_id, set, summary, summary_tokenized. The summaries are from Wikipedia.
- qaps.csv - contains document_id, set, question, answer1, answer2, question_tokenized, answer1_tokenized, answer2_tokenized.
- download_stories.sh - script to download the stories.
- compare.sh - compare downloaded story's file size to the document size we had. (At the time of publication, all stories have <3.5% file difference (except one), likely due to punctuation encoding.)
Bibtex
@article{narrativeqa,
author = {Tom\'a\v s Ko\v cisk\'y and Jonathan Schwarz and Phil Blunsom and
Chris Dyer and Karl Moritz Hermann and G\'abor Melis and
Edward Grefenstette},
title = {The {NarrativeQA} Reading Comprehension Challenge},
journal = {Transactions of the Association for Computational Linguistics},
url = {https://TBD},
volume = {TBD},
year = {2018},
pages = {TBD},
}
Dataset Metadata
The following table is necessary for this dataset to be indexed by search engines such as Google Dataset Search.
property | value | ||||||
---|---|---|---|---|---|---|---|
name | The NarrativeQA Reading Comprehension Challenge Dataset |
||||||
alternateName | NarrativeQA |
||||||
url | https://github.com/deepmind/narrativeqa |
||||||
sameAs | https://github.com/deepmind/narrativeqa |
||||||
description | This repository contains the NarrativeQA dataset. It includes the list of
documents with Wikipedia summaries, links to full stories, and questions and answers. |
||||||
provider |
|
||||||
license |
|
||||||
citation | https://identifiers.org/arxiv:1712.07040 |
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].