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Datasets:
vanloc1808
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buddhist-scholar-test-set

Tasks:
Question Answering
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
Vietnamese
Size:
< 1K
Tags:
buddhism
vietnamese
qa
religion
chatbot-evaluation
Libraries:
Datasets
pandas
License:
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buddhist-scholar-test-set / README.md
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metadata
license: mit
task_categories:
  - question-answering
  - text-generation
language:
  - vi
tags:
  - buddhism
  - vietnamese
  - qa
  - religion
  - chatbot-evaluation
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
dataset_info:
  features:
    - name: question
      dtype: string
    - name: answer
      dtype: string
  splits:
    - name: train
      num_bytes: 40536
      num_examples: 235
  download_size: 23068
  dataset_size: 40536

Vietnamese Buddhist Scholar Test Set

Dataset Description

This dataset contains 1008 Vietnamese question-answer pairs focused on Buddhist teachings and literature. The dataset was created to evaluate chatbots' knowledge and understanding of Buddhist concepts, particularly for Vietnamese-speaking users.

Dataset Details

Dataset Summary

  • Language: Vietnamese
  • Task: Question Answering, Chatbot Evaluation
  • Domain: Buddhism, Religious Studies
  • Size: 1008 question-answer pairs
  • Format: JSON with "question" and "answer" fields

Dataset Structure

Each entry contains:

  • question: A question in Vietnamese about Buddhist teachings
  • answer: The corresponding answer extracted from Buddhist texts

Statistics

  • Total Q&A pairs: 1008
  • Average question length: 54.23 characters
  • Average answer length: 75.18 characters
  • Question length range: 15 - 121 characters
  • Answer length range: 2 - 417 characters

Sample Data 

[
  {
    "question": "Quyển Ba của tác phẩm có tên là gì?",
    "answer": "Quyển Ba: Bàn rộng để khơi mở và củng cố niềm tin"
  },
  {
    "question": "Bài văn khuyên tu hành nằm ở trang bao nhiêu?",
    "answer": "139"
  },
  {
    "question": "Theo đoạn văn, điều gì được cho là nặng nề hơn cả tham dục?",
    "answer": "Chướng ngại của lý còn nặng nề hơn cả tham dục"
  }
]

Data Sources

The questions and answers were generated from Vietnamese Buddhist texts and literature, including:

  • Classical Buddhist scriptures translated into Vietnamese
  • Buddhist scholarly works
  • Religious teachings and commentaries

Intended Use

Primary Use Cases

  1. Chatbot Evaluation: Test Vietnamese chatbots' understanding of Buddhist concepts
  2. Question Answering Models: Train or evaluate QA models on religious/cultural content
  3. Educational Tools: Develop learning applications for Buddhist studies
  4. Cultural AI: Improve AI systems' understanding of Vietnamese Buddhist culture

Considerations

  • The dataset focuses specifically on Buddhist teachings and may not be suitable for general knowledge evaluation
  • Answers are based on traditional Buddhist texts and interpretations
  • Users should be aware of the religious and cultural context when using this dataset

Data Collection Process

The dataset was created by:

  1. Processing Vietnamese Buddhist texts and literature
  2. Extracting relevant passages using document processing tools
  3. Generating question-answer pairs using AI models
  4. Manual review and quality control
  5. Formatting and validation

Dataset Creation

Created: 2025-07-23 Creator: vanloc1808 Processing Tools: Azure AI Inference, Docling, Custom scripts

Loading the Dataset 

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("vanloc1808/buddhist-scholar-test-set")

# Access the data
for item in dataset['train']:
    print(f"Q: {item['question']}")
    print(f"A: {item['answer']}")
    print("---")

Evaluation Metrics

When using this dataset for evaluation, consider:

  • Semantic Similarity: How well answers capture the meaning of reference answers
  • Cultural Accuracy: Correctness within Buddhist and Vietnamese cultural context
  • Language Quality: Fluency and naturalness of Vietnamese responses
  • Factual Correctness: Accuracy of Buddhist teachings and concepts

Limitations

  • Limited to Vietnamese language and Buddhist domain
  • May contain biases present in source materials
  • Answers reflect traditional interpretations and may not cover modern perspectives
  • Quality may vary across different topics within Buddhism

Citation

If you use this dataset in your research, please cite:

@dataset{buddhist_scholar_vietnamese_2024,
  title={Vietnamese Buddhist Scholar Test Set},
  author={vanloc1808},
  year={2024},
  url={https://huggingface.co/datasets/vanloc1808/buddhist-scholar-test-set}
}

License

This dataset is released under the MIT License. See LICENSE for more details.

Contact

For questions or issues regarding this dataset, please contact the creator through Hugging Face.