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license: cc-by-4.0
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Awesome Taiwan Knowledge (ATK) Dataset
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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.
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Key Features:
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Multi-turn dialogue questions to evaluate contextual understanding and conversational abilities
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Focused Subject Areas:
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The ATK Dataset collects questions from key educational domains, ensuring comprehensive coverage of Taiwan-specific knowledge:
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Civic Studies for High School
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Social Studies for Elementary School and Junior High
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Taiwan Literature for K-12
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Taiwan Geography
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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.
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Purpose:
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Current Status:
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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.
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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.
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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.
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---
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license: cc-by-4.0
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---
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# Awesome Taiwan Knowledge (ATK) Dataset
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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.
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## Key Features:
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1. **Taiwan-Centric Content:** Covers a wide range of topics uniquely relevant to Taiwan, including history, culture, politics, education, and current affairs.
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2. **Diverse Question Formats:**
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- Multiple-choice questions for quantitative assessment
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- Multi-turn dialogue questions to evaluate contextual understanding and conversational abilities
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3. **Expert-Validated Answers:** All responses are meticulously curated and verified by qualified Taiwanese educators and subject matter experts.
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4. **Detailed Explanations:** Each question is accompanied by in-depth explanations, providing context and educational value beyond mere right/wrong evaluations.
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5. **Continuous Updates:** The dataset is regularly refreshed to include current events and evolving cultural nuances.
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## Focused Subject Areas:
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The ATK Dataset collects questions from key educational domains, ensuring comprehensive coverage of Taiwan-specific knowledge:
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1. Civic Studies for High School
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2. Social Studies for Elementary School and Junior High
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3. Taiwan Literature for K-12
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4. Taiwan Geography
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5. Taiwan History
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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.
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## Purpose:
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- Benchmark AI models' proficiency in Taiwan-specific knowledge
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- Identify gaps in AI systems' understanding of localized information
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- Promote the development of more culturally aware and inclusive AI models
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- Provide a standardized tool for comparing different AI models' performance on Taiwan-related queries
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## Current Status:
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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.
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## Significance:
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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.
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## Stay Tuned:
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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.
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