No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Latest commit 2fd60b2 Aug 24, 2017
Permalink
Failed to load latest commit information.
third_party/wikipedia Initial commit Dec 20, 2017
LICENSE Initial commit Dec 20, 2017
README.md Initial commit Dec 20, 2017
compare.sh Initial commit Dec 20, 2017
documents.csv Initial commit Dec 20, 2017
download_stories.sh Initial commit Dec 20, 2017
qaps.csv Initial commit Dec 20, 2017

README.md

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},
}