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README.md CHANGED
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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ ## Overview
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+
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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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+
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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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+
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+ ## Dataset Details
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+
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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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+
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+ ### Annotation Details
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+
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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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+
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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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+
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+ ### Quality Classification
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+
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+ Based on the average_score, the data has been divided into two quality categories:
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+
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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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+
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+ ## Data Format
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+
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+ Each CSV file contains the following fields:
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+
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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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