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Browse files- README.md +75 -3
- bo/average_score_4_or_higher.csv +3 -0
- bo/average_score_below_4.csv +0 -0
- bo/bo-all.csv +3 -0
- mn/average_score_4_or_higher.csv +3 -0
- mn/average_score_below_4.csv +0 -0
- mn/mn-all.csv +3 -0
- ug/average_score_4_or_higher.csv +3 -0
- ug/average_score_below_4.csv +0 -0
- ug/ug-3.csv +3 -0
README.md
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---
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language:
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- bo
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- mn
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- ug
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license: cc-by-4.0
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pretty_name: CMHG (Chinese Minority Language Headline Generation) Dataset
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size_categories:
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- 100K<n<1M
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: title
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dtype: string
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- name: content
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dtype: string
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- name: title_match_1
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dtype: float32
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- name: title_match_2
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dtype: float32
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- name: tendency
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dtype: string
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- name: average_score
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dtype: float32
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- name: score_difference
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dtype: float32
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task_categories:
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- text-generation
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task_ids:
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- headline-generation
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---
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# CMHG Dataset
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## Overview
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The CMHG (Chinese Minority Language Headline Generation) Dataset is a comprehensive collection of headline generation data for three Chinese minority languages:
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- **Tibetan (bo)**: 100,000 entries
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- **Mongolian (mn)**: 50,000 entries
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- **Uyghur (ug)**: 50,000 entries
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## Dataset Details
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This dataset is designed for training and evaluating headline generation models in these minority languages. Each entry consists of a content body and its corresponding headline.
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### Annotation Details
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3,000 entries from each language have been manually annotated by two annotators with scores on a 1-5 scale for the following attributes:
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- `title_match_1`: Headline relevance score from annotator 1
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- `title_match_2`: Headline relevance score from annotator 2
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- `tendency`: Overall tendency of the headline
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- `average_score`: Average score of the two annotators
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- `score_difference`: Difference between the two annotators' scores
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### Quality Classification
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Based on the average_score, the data has been divided into two quality categories:
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- **High-quality data**: Entries with an average_score of 4 or higher
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- **Low-quality data**: Entries with an average_score below 4
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## Data Format
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Each CSV file contains the following fields:
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- `id`: Unique identifier for the entry
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- `title`: Generated headline
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- `content`: Original content body
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- `title_match_1`: Score from first annotator
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- `title_match_2`: Score from second annotator
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- `tendency`: Overall tendency
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- `average_score`: Average score
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- `score_difference`: Score difference between annotators
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bo/average_score_4_or_higher.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:497dbc1d5492a9dd1f91a27af7372f3857d031f34ec260819b2db6b9d5746795
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size 16805094
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bo/average_score_below_4.csv
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bo/bo-all.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:41d60cd5a9e7d480bd3f2ded02759b149c5a4478f80cedd48f134ec45c7a0284
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size 570812548
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mn/average_score_4_or_higher.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:40d8a3e458195a85347cfc1e8764491630c220863510fd324e6a805d0ac8b2a4
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size 18783651
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mn/average_score_below_4.csv
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mn/mn-all.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:db11109607b085700143fc8236983c269cb4cc06ce7b2323716ceb01a2c73301
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size 330051948
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ug/average_score_4_or_higher.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:2dcc8e9495f7f07f475e9f2ea941590973016b7a4c46e3145096062e1b26f93c
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size 27036262
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ug/average_score_below_4.csv
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ug/ug-3.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c53272054b3042c9e46c53350c9fea6ffef67f699a5b16046909232bf024467
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size 468395008
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