Dataset Description

Dataset Name: Vietnamese Law and Ethics Multiple-Choice Questions (VLEMCQ)
Author: Dung Nguyen Quang License: Apache license 2.0 Language: Vietnamese
Task: Multiple-Choice Question Answering (MCQA)
Domain: Law, Ethics, and Social Responsibility

Overview

The Vietnamese Law and Ethics Multiple-Choice Questions (VLEMCQ) dataset is a collection of multiple-choice questions designed to test knowledge and understanding of Vietnamese law, ethics, and social responsibility. The dataset is suitable for training and evaluating models in the task of multiple-choice question answering (MCQA).

Each question in the dataset is structured with:

Question: A question related to Vietnamese law, ethics, or social responsibility.
Options: Four possible answers (A, B, C, D), where only one is correct.
Answer: The correct answer (A, B, C, or D).

Dataset Structure

The dataset is provided in a CSV file with the following columns:

id: A unique identifier for each question.
question: The text of the question.
options: A list of options, separated by newlines.
answer: The correct option (A, B, C, or D).

Example:

id,question,options,answer
1,"Theo quy định của pháp luật, các học sinh hưởng quyền được phát triển khi được","A. tham gia phòng, chống bạo lực học đường.\nB. tổ chức đua xe trái phép.\nC. tham gia đầu cơ, thao túng thị trường hàng hóa.\nD. sản xuất hàng kém chất lượng.",A

Use Cases

Education: Train models to assist students in learning about Vietnamese law and ethics.
Evaluation: Benchmark the performance of MCQA models on Vietnamese language tasks.
Research: Study the effectiveness of models in understanding and reasoning about legal and ethical concepts.

Dataset Statistics

Total Questions: 6137

Examples

Here are some examples from the dataset:

Question: Theo quy định của pháp luật, các học sinh hưởng quyền được phát triển khi được
Options:
A. tham gia phòng, chống bạo lực học đường.
B. tổ chức đua xe trái phép.
C. tham gia đầu cơ, thao túng thị trường hàng hóa.
D. sản xuất hàng kém chất lượng.
Answer: A

Limitations

The dataset focuses primarily on Vietnamese law and ethics, which may limit its applicability to other domains or languages.
The questions and answers are based on specific legal and ethical contexts, which may require domain-specific knowledge to interpret correctly.

How to Use

To load the dataset using the Hugging Face datasets library:

from datasets import load_dataset

dataset = load_dataset("nqdhocai/vietnamese-legal-qa")

Citation

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

@misc{vlemcq2024,
  author = {Dung Nguyen Quang},
  title = {Vietnamese Law and Ethics Multiple-Choice Questions (VLEMCQ) Dataset},
  year = {2024},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/nqdhocai/vietnamese-legal-qa}}
}

Contact

For questions or feedback, please contact [email protected].

License

This dataset is released under the Apache license 2.0.

Changelog

v1.0.0 (2024-12-30): Initial release of the dataset.

Datasets:

nqdhocai
/

vietnamese-legal-qa

You need to agree to share your contact information to access this dataset