README.md

metadata

license: apache-2.0
task_categories:
  - question-answering
language:
  - th
  - en
tags:
  - thai
  - onet
  - university entrance exams
  - exams
pretty_name: Thai O-Net Exams
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train/*.csv
      - split: test
        path: data/test/*.csv
  - config_name: thai
    data_files:
      - split: train
        path: data/train/thai.csv
      - split: test
        path: data/test/thai.csv
  - config_name: english
    data_files:
      - split: train
        path: data/train/english.csv
      - split: test
        path: data/test/english.csv
  - config_name: social
    data_files:
      - split: train
        path: data/train/social.csv
      - split: test
        path: data/test/social.csv
  - config_name: science
    data_files:
      - split: train
        path: data/train/science.csv
      - split: test
        path: data/test/science.csv
  - config_name: math
    data_files:
      - split: train
        path: data/train/math.csv
      - split: test
        path: data/test/math.csv

Thai O-Net Exams Dataset

Overview

The Thai O-Net Exams dataset is a comprehensive collection of exam questions and answers from the Thai Ordinary National Educational Test (O-Net). This dataset covers various subjects for Grade 12 (M6) level, designed to assist in educational research and development of question-answering systems.

Dataset Source

Thai National Institute of Educational Testing Service (NIETS)

Maintainer

Dr. Kobkrit Viriyayudhakorn Email: [email protected]

Data Structure

Subjects Included

• English
• Mathematics
• Science
• Social Studies
• Thai Language

Each subject dataset includes:

• Testing Set: Questions from the year 2021.
• Training Set: Questions spanning 2019-2020. For Social Studies, the span is 2016-2020.

Key Features

• Split Data: The dataset is divided into training and testing sets, allowing for effective model training and evaluation.
• Question Format: All questions are provided in text format.
• Multiple Choice Questions: The dataset includes multiple choice questions, offering a range of possible answers for each query.
• Solutions: Correct answers to all questions are provided.
• Thai Human Verification: Each item in the dataset has been verified by a Thai-speaking individual who is not a domain expert, ensuring the clarity and accessibility of the content.
• Extra Annotations:
  • isAnswerable: Indicates whether the question can be answered with the provided text alone, without the need for additional information such as visual aids.
  • isMultipleChoice: Identifies if the question is a multiple choice question.
  • isSingleChoiceSolution: Specifies if there is only one correct answer among the provided choices.

Usage

This dataset is ideal for developing and evaluating models in the domain of educational question-answering systems. It provides a unique opportunity to explore multilingual processing in the context of Thai and English.

For detailed usage guidelines, please refer to the Apache 2.0 License.

Acknowledgements

This dataset was compiled and maintained with contributions from Dr. Kobkrit Viriyayudhakorn and the Thai National Institute of Educational Testing Service (NIETS).

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