first commit

README.md

@@ -1,3 +1,274 @@
 ---
-license: cc-by-nc-sa-4.0
+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*
 ---
+
+
+# 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
+      Mamoru, Komachi",
+    booktitle = "The 38th Annual AAAI Conference on Artificial Intelligence",
+    month = feb,
+    year = "2024",
+    address = "Vancouver, Canada",
+    publisher = "Association for the Advancement of Artificial Intelligence",
+}
+```

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