license: cc-by-4.0
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:
Taiwan-Centric Content: Covers a wide range of topics uniquely relevant to Taiwan, including history, culture, politics, education, and current affairs.
Diverse Question Formats:
- Multiple-choice questions for quantitative assessment
- Multi-turn dialogue questions to evaluate contextual understanding and conversational abilities
Expert-Validated Answers: All responses are meticulously curated and verified by qualified Taiwanese educators and subject matter experts.
Detailed Explanations: Each question is accompanied by in-depth explanations, providing context and educational value beyond mere right/wrong evaluations.
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:
- Civic Studies for High School
- Social Studies for Elementary School and Junior High
- Taiwan Literature for K-12
- Taiwan Geography
- 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.