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
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.