README.md

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license: cc-by-4.0
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# 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.