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---
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 | | |