metadata
annotations_creators:
- no-annotation
language:
- en
license: cc-by-sa-4.0
multilinguality:
- monolingual
source_datasets:
- original
task_categories:
- text-classification
pretty_name: wikisqe_experiment
configs:
- config_name: citation
data_files:
- split: train
path: citation/train*
- split: val
path: citation/val*
- split: test
path: citation/test*
- config_name: information addition
data_files:
- split: train
path: information addition/train*
- split: val
path: information addition/val*
- split: test
path: information addition/test*
- config_name: syntactic or semantic revision
data_files:
- split: train
path: syntactic or semantic revision/train*
- split: val
path: syntactic or semantic revision/val*
- split: test
path: syntactic or semantic revision/test*
- config_name: sac
data_files:
- split: train
path: sac/train*
- split: val
path: sac/val*
- split: test
path: sac/test*
- config_name: other
data_files:
- split: train
path: other/train*
- split: val
path: other/val*
- split: test
path: other/test*
- config_name: all
data_files:
- split: train
path: all/train*
- split: val
path: all/val*
- split: test
path: all/test*
- config_name: disputed claim
data_files:
- split: train
path: disputed claim/train*
- split: val
path: disputed claim/val*
- split: test
path: disputed claim/test*
- config_name: disambiguation needed
data_files:
- split: train
path: disambiguation needed/train*
- split: val
path: disambiguation needed/val*
- split: test
path: disambiguation needed/test*
- config_name: dubious
data_files:
- split: train
path: dubious/train*
- split: val
path: dubious/val*
- split: test
path: dubious/test*
- config_name: unreliable source
data_files:
- split: train
path: unreliable source/train*
- split: val
path: unreliable source/val*
- split: test
path: unreliable source/test*
- config_name: when
data_files:
- split: train
path: when/train*
- split: val
path: when/val*
- split: test
path: when/test*
- config_name: neutrality disputed
data_files:
- split: train
path: neutrality disputed/train*
- split: val
path: neutrality disputed/val*
- split: test
path: neutrality disputed/test*
- config_name: verification needed
data_files:
- split: train
path: verification needed/train*
- split: val
path: verification needed/val*
- split: test
path: verification needed/test*
- config_name: dead link
data_files:
- split: train
path: dead link/train*
- split: val
path: dead link/val*
- split: test
path: dead link/test*
- config_name: not in citation given
data_files:
- split: train
path: not in citation given/train*
- split: val
path: not in citation given/val*
- split: test
path: not in citation given/test*
- config_name: needs update
data_files:
- split: train
path: needs update/train*
- split: val
path: needs update/val*
- split: test
path: needs update/test*
- config_name: according to whom
data_files:
- split: train
path: according to whom/train*
- split: val
path: according to whom/val*
- split: test
path: according to whom/test*
- config_name: original research
data_files:
- split: train
path: original research/train*
- split: val
path: original research/val*
- split: test
path: original research/test*
- config_name: pronunciation
data_files:
- split: train
path: pronunciation/train*
- split: val
path: pronunciation/val*
- split: test
path: pronunciation/test*
- config_name: by whom
data_files:
- split: train
path: by whom/train*
- split: val
path: by whom/val*
- split: test
path: by whom/test*
- config_name: vague
data_files:
- split: train
path: vague/train*
- split: val
path: vague/val*
- split: test
path: vague/test*
- config_name: citation needed
data_files:
- split: train
path: citation needed/train*
- split: val
path: citation needed/val*
- split: test
path: citation needed/test*
- config_name: who
data_files:
- split: train
path: who/train*
- split: val
path: who/val*
- split: test
path: who/test*
- config_name: attribution needed
data_files:
- split: train
path: attribution needed/train*
- split: val
path: attribution needed/val*
- split: test
path: attribution needed/test*
- config_name: sic
data_files:
- split: train
path: sic/train*
- split: val
path: sic/val*
- split: test
path: sic/test*
- config_name: which
data_files:
- split: train
path: which/train*
- split: val
path: which/val*
- split: test
path: which/test*
- config_name: clarification needed
data_files:
- split: train
path: clarification needed/train*
- split: val
path: clarification needed/val*
- split: test
path: clarification needed/test*
size_categories:
- 1M<n<10M
Dataset Card for CNN Dailymail Dataset
Dataset Description
- Repository: https://github.com/ken-ando/WikiSQE
- Paper: https://arxiv.org/abs/2305.05928
Dataset Summary
WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia by Kenichiro Ando, Satoshi Sekine and Mamoru Komachi (AAAI 2024).
The WikiSQE Dataset is an English-language dataset containing over 3.4M sentences in Wikipedia. Dataset's sentences seem to be poor quality in some aspects by Wikipedia editors. The aspects of poor qualities are classified into 153 labels. This repository is a split for experiments used in our paper and contains 5 categories and the top 20 most frequent labels. Each subset contains labeled and unlabeled sentences blended at a 1:1 ratio. Whole dataset is in place https://huggingface.co/datasets/ando55/WikiSQE.
A list of category: ['all', 'citation', 'disputed claim', 'information addition', 'other', 'sac', 'syntactic or semantic revision']
A list of labels: ['according to whom', 'attribution needed', 'by whom', 'citation needed', 'clarification needed', 'dead link', 'disambiguation needed', 'dubious', 'needs update', 'neutrality disputed', 'not in citation given', 'original research', 'pronunciation', 'sic', 'unreliable source', 'vague', 'verification needed', 'when', 'which', 'who']
Data Fields
text: a string featurelabel: a ClassLabel feature (1: labeled sentence, 0: non-labeled sentence)
Label Details and Statistics
See https://github.com/ken-ando/WikiSQE.
Citation Information
@inproceedings{ando-etal-2024-wikisqe,
title = "WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia",
author = "Ando, Kenichiro and
Sekine, Satoshi and
Komachi, Mamoru",
booktitle = "Proceedings of the AAAI Conference on Artificial Intelligence",
volume= "38",
number= "16",
pages= "17656--17663",
year= "2024",
address = "Vancouver, Canada",
publisher = "Association for the Advancement of Artificial Intelligence",
}