---
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](https://arxiv.org/abs/2305.05928) by [Kenichiro Ando](https://ken-ando.github.io/kenichiro_ando/index.html), 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 feature
- `label`: 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",
}
```