Dataset Card for alakxender/dv-en-parallel-corpus

Dataset Description

This dataset contains Dhivehi news articles with their English translations and summaries at different lengths.

Languages

• Dhivehi (dv)
• English (en)

Dataset Structure

{
    "source": "string",            # Original article source
    "en_translation": "string",    # English translation
    "en_summary_short": "string",  # Short English summary
    "en_summary_medium": "string", # Medium English summary
    "en_summary_detail": "string", # Detailed English summary
    "dv_summary_short": "string",  # Short Dhivehi summary
    "dv_summary_medium": "string", # Medium Dhivehi summary
    "dv_summary_detail": "string"  # Detailed Dhivehi summary
}

Summary Types

Short Summary (20-50 words)

Best for: Executive overviews, abstracts, or capturing the essence of a text briefly.

Medium Summary (50-100 words)

Best for: Detailed summaries, reports, or providing a comprehensive overview of a text.

Detailed Summary (100-200 words)

Best for: In-depth analysis, detailed reports, or providing a comprehensive overview of a text.

Dataset Statistics

• Number of examples: 58738

Dataset Creation

Source Data

The dataset consists of news articles collected from various Dhivehi news sources.

Preprocessing

• Articles are translated to English
• Multiple levels of summarization are generated for both languages, following the specified length guidelines
• Each article includes both English and Dhivehi summaries at three different detail levels

Note

All summarization and translation tasks were performed using both fine-tuned and base models. Because the process was fully automated and unsupervised, AI-generated content can sometimes produce undesirable results.