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Datasets:
EQUES
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YakugakuQA

Tasks:
Question Answering
Languages:
Japanese
Size:
1K<n<10K
Tags:
pharmacy
chemistry
biology
medical
License:
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metadata
license: cc-by-4.0
task_categories:
  - question-answering
language:
  - ja
tags:
  - pharmacy
  - chemistry
  - biology
  - medical
pretty_name: YakugakuQA
size_categories:
  - 1K<n<10K

YakugakuQA

YakugakuQA is a question answering dataset, consisting of 13 years (2012-2024) of past questions and answers from the Japanese National License Examination for Pharmacists. It contains over 4K pairs of questions, answers, and commentaries.

2024-12-10: Dataset release.

Dataset Details

Dataset Description

  • Curated by: EQUES Inc.
  • Funded by [optional]: GENIAC Project
  • Shared by [optional]:
  • Language(s) (NLP): Japanese
  • License: cc-by-4.0

Uses

Direct Use

YakugakuQA is intended to be used as a benchmark for evaluating the knowledge of large language models (LLMs) in the field of pharmacy.

Out-of-Scope Use

Any usage except above.

Dataset Structure

YakugakuQA consists of two files: data.jsonl, which contains the questions, answers, and commentaries, and metadata.jsonl, which holds supplementary information about the question categories and additional details related to the answers.

data.jsonl

  • "problem_id" : unique ID, represented by a six-digit integer. The higher three digits indicate the exam number, while the lower three digits represent the question number within that specific exam.
  • "problem_text" : problem statement.
  • "choices" : choices corresponding to each question. Note that the Japanese National License Examination for Pharmacists is a multiple-choice format examination.
  • "text_only" : whether the question includes images or tables. The corresponding images or tables are not included in this dataset, even if text_only is marked as false.
  • "answer" : list of indices of the correct choices. Note the following points:
    • the choices are 1-indexed.
    • multiple choices may be included, depending on the question format.
    • "解なし" indicates there is no correct choice. The reason for this is documented in metadata.jsonl in most cases.
  • "comment" : commentary text.

metadata.jsonl

  • "problem_id" : see above.
  • "category" : question caterogy. One of the ["Physics", "Chemistry", "Biology", "Hygiene", "Pharmacology", "Pharmacy", "Pathology", "Law", "Practice"].
  • "note" : additional information about the question.

Dataset Creation

Curation Rationale

YakugakuQA aims to provide a Japanese-language evaluation benchmark for assessing the domain knowledge of LLMs.

Source Data

Data Collection and Processing

All questions, answers and commentaries for the target years have been collected. The parsing process has been performed automatically.

Who are the source data producers?

All question, answers, and commentaries have been obtained from yakugaku lab. All metadata has been obtained from the website of the Ministry of Health, Labour and Welfare. It should be noted that the original questions and answers are also sourced from materials published by the Ministry of Health, Labour and Welfare.

Citation

BibTeX:

Coming soon...

Contributions

Thanks to @shinnosukeono for adding this dataset.