README.md

metadata

license: cc-by-4.0
task_categories:
  - table-question-answering
configs:
  - config_name: ATK_2024 Aug
    data_files:
      - split: mcq-civics-studies-hs
        path: ATK_2024 Aug/mcq-civics-studies-hs.csv-*
      - split: mcq-taiwan literature.csv
        path: ATK_2024 Aug/mcq-taiwan literature.csv-*
      - split: mcq-taiwan-social-studies-elem-jhs.csv
        path: ATK_2024 Aug/mcq-taiwan-social-studies-elem-jhs.csv-*
      - split: mtqs-sicial-studies-elem-jhs.csv
        path: ATK_2024 Aug/mtqs-sicial-studies-elem-jhs.csv-*
      - split: mtqs-taiwan-literature.csv
        path: ATK_2024 Aug/mtqs-taiwan-literature.csv-*

Awesome Taiwan Knowledge (ATK) Dataset

The Awesome Taiwan Knowledge (ATK) Dataset is a comprehensive collection of questions and answers designed to evaluate artificial intelligence models' understanding of Taiwan-specific information. This unique dataset addresses the growing need for culturally nuanced AI performance metrics, particularly for models claiming global competence.

Key Features:

1. Taiwan-Centric Content: Covers a wide range of topics uniquely relevant to Taiwan, including history, culture, politics, education, and current affairs.

2. Diverse Question Formats:

   • Multiple-choice questions for quantitative assessment
   • Multi-turn dialogue questions to evaluate contextual understanding and conversational abilities

3. Expert-Validated Answers: All responses are meticulously curated and verified by qualified Taiwanese educators and subject matter experts.

4. Detailed Explanations: Each question is accompanied by in-depth explanations, providing context and educational value beyond mere right/wrong evaluations.

5. Continuous Updates: The dataset is regularly refreshed to include current events and evolving cultural nuances.

Focused Subject Areas:

The ATK Dataset collects questions from key educational domains, ensuring comprehensive coverage of Taiwan-specific knowledge:

1. Civic Studies for High School
2. Social Studies for Elementary School and Junior High
3. Taiwan Literature for K-12
4. Taiwan Geography
5. Taiwan History

These areas represent core components of Taiwan's educational curriculum, providing a robust foundation for assessing AI models' understanding of Taiwan's societal, cultural, and geographical landscape.

Purpose:

• Benchmark AI models' proficiency in Taiwan-specific knowledge
• Identify gaps in AI systems' understanding of localized information
• Promote the development of more culturally aware and inclusive AI models
• Provide a standardized tool for comparing different AI models' performance on Taiwan-related queries

Current Status:

The ATK Dataset is in active development, with ongoing data collection from local educators and experts. A comprehensive benchmarking report, evaluating various AI models against this dataset, is forthcoming.

Significance:

This dataset aims to highlight the importance of cultural and regional knowledge in AI systems, encouraging developers to create more inclusive and globally competent models. By focusing on Taiwan-specific information, the ATK Dataset addresses a critical gap in current AI evaluation metrics.

Stay Tuned:

The full Awesome Taiwan Knowledge Dataset and initial benchmarking results will be released soon, offering unprecedented insights into AI models' capabilities in handling Taiwan-specific queries.

Contributors

年級	領域	教師名稱	學校
小學	公民	朱堯麟	退休
國中	台灣文學	陳雅娟	竹北國中
高中	公民	廖宗德	六家高中
		and 5 more annonymous contributors