License status and Mdexa hosting, recorded separatelyAll datasets

MLEC-QA

Verified by Mdexa · Checked against the source text under public rules.How we check

Commercial use
Conditional
Derivatives
Yes
Redistribution
Yes
File on Mdexa
NoPending

Repository-level MIT only

UnstatedPendingNOASSERTIONSave

Badge

Mdexa verified · Unstated · 2026-11Mdexa verifiedUnstated · 2026-11

[![Mdexa verified · Unstated · 2026-11](https://mcp.mdexa.com/v1/badge/datasets/mlec-qa.svg)](https://mdexa.com/datasets/mlec-qa/)

Place it on a repository or dataset page; the status and date follow the verification. About badges

Cite this pageMdexa, MLEC-QA, https://mdexa.com/datasets/mlec-qa/, verified 2026-11-12.

Source riskExam-derived

Key facts

Domain
Clinical medicine · Public health · Traditional Chinese medicine Modern medicine · Traditional medicine
Content
Question banks and benchmarksQuestion bank and benchmark (multiple-choice)
Size
  • 136,236 questionstotal, 5 subsets
As stated: 136,236道选择题,5个子集(临床、口腔、公共卫生、中医、中西医结合),各有训/验/测
Language / modality
Chinese / Text
Publisher
Judenpech(EMNLP 2021 论文作者)
Year
2021
Expert review
Questions written by experts (README)
Verification
Verified: license text seen

Commercial use of MLEC-QA

Commercial use: Conditional. License status: Unstated.

Quoted statements and their sources are in MLEC-QA license evidence.

Verdicts record what sources state and are not legal advice.

Tags

Task format
Multiple-choice (single answer)

Quoted from the sourceMLEC-QA is a Chinese multi-choice Biomedical Question Answering Dataset. Questions in MLEC-QA are collected from the [NatioSnapshot s01

Intended use
Evaluation

Quoted from the sourceWe hope the release of the MLEC-QA dataset can serve as a valuable resource for research and evaluation in Open-domain QA, and also make advances for Biomedical Question Answering systems.Snapshot s01

Specialty
Multi-specialty
Data format
JSON

Quoted from the sourceThe JSON dataset file format is as follows:Snapshot s01

Official split
Train and test splits

Quoted from the source- Clinic (临床): `Clinic_{train,dev,test}.json`Snapshot s01

Author-statedInferredHuman-confirmed

MLEC-QA license evidence 2

No data license stated

Code repository license: MIT. This licenses the repository, not the data; the data has no separate statement. LICENSE file · verified s02

  1. Repository license filePage opened
    MIT
    Third-party text · Repository license fileMIT License Copyright (c) 2021 Jing Li

    GitHub repository license: MIT

    github.com2026-11-12 · s02
  2. READMEPage opened

    README has no separate data license; only asks to cite the paper [Note: No license statement seen in snapshot s01, s02, s03]

    github.com2026-11-12

Source and lineage

National Medical Licensing Examination question bank (NMLEC)

No upstream or downstream datasets recorded.

Known issues with MLEC-QA

  • MIT is the repository license; no separate data license
  • Sources include national medical licensing exam questions; in August 2026 the National Medical Examination Center issued a statement asserting copyright over past exam questions, so there is a source copyright risk
  • Some questions contain images or tables

Preflight

Not run Runs only on ingested data; says nothing about quality.

Downloading MLEC-QA and API access

No file on Mdexa (see the verdict). Get it from the source and confirm the terms there:

Citing MLEC-QA

Mdexa, MLEC-QA, https://mdexa.com/datasets/mlec-qa/, verified 2026-11-12.
More citation details

The source gives no citation text; the line above cites this card.

Machine-readable

mlec-qa.jsonmlec-qa.mdcatalog.json

Change log 7
2026-11-13Added specialty tags: multi-specialty(inferred).
2026-11-13Removed the stored size-tier tag; the tier is now computed from the size field when pages are built.
2026-11-13Added dataset-level tags: 5 (4 stated by the authors with excerpts, 1 inferred from the content). No conclusion changed.
2026-11-12Recorded the code repository license separately; it is not treated as a data license statement.
2026-11-12Added verbatim license excerpts and snapshot ids from captured page snapshots; no conclusion changed.
2026-11-12License status split into license_status (what the license says) and hosting (what Mdexa does); the earlier conclusion is kept for traceability.
2026-11-12Card converted from an earlier manual catalog; no new facts added; reclassified under taxonomy v2.

Listed in

Datasets similar to MLEC-QA

  • 医学考试题库 JSON 数据集Verified by MdexaMultiple-choice (single answer)EvaluationWith explanations PermissiveLink only —

    License permissive: first-hand data-scope statement(s) allow commercial use and redistribution. Risk flag(s): Exam-derived. Link only.

    Clinical medicine · Pharmacy and drugs · Chinese materia medica · Medical imaging · Public health · Question banks and benchmarks · Exam-derived

    Open the cardSave

    Shared: Task format Multiple-choice (single answer) · Data format JSON · Intended use Evaluation · Specialty Multi-specialty · domain Clinical medicine, Public health · content Question banks and benchmarks

  • CMBChinese Medical BenchmarkVerified by MdexaMultiple-choice (single answer)EvaluationWith explanations PermissiveLink only 11.2K questions

    License is permissive, but source risk: questions come from copyrighted exams; link only.

    Clinical medicine · Question banks and benchmarks · Clinical cases · Exam-derived

    Open the cardSave

    Shared: Task format Multiple-choice (single answer) · Official split Train and test splits · Data format JSON · Intended use Evaluation · Specialty Multi-specialty · domain Clinical medicine · content Question banks and benchmarks

  • MedMCQAVerified by MdexaMultiple-choice (single answer)Fine-tuningWith explanations PermissiveLink only —

    License permissive: first-hand data-scope statement(s) allow commercial use and redistribution. Risk flag(s): Exam-derived, scraped. Link only.

    Clinical medicine · Question banks and benchmarks · QA, dialogue and instruction data · Exam-derived · Scraped

    Open the cardSave

    Shared: Task format Multiple-choice (single answer) · Official split Train and test splits · Intended use Evaluation · Specialty Multi-specialty · domain Clinical medicine · content Question banks and benchmarks

  • MedQAUSMLE 4-option, US subset + English textbook corpusVerified by MdexaMultiple-choice (single answer)Evaluation PermissiveLink only —

    License permissive: first-hand data-scope statement(s) allow commercial use and redistribution. Risk flag(s): derived, Exam-derived. Link only.

    Clinical medicine · Question banks and benchmarks · Literature · Derived · Exam-derived

    Open the cardSave

    Shared: Task format Multiple-choice (single answer) · Official split Train and test splits · Intended use Evaluation · Specialty Multi-specialty · domain Clinical medicine · content Question banks and benchmarks

  • HWTCMHaiwei 中医评测集Verified by MdexaMultiple-choice (single answer)Evaluation PermissiveLink only 39.2K rows

    License is permissive, but source risk: source not stated, so source copyright cannot be judged; link only.

    Traditional Chinese medicine · Question banks and benchmarks · Unknown provenance

    Open the cardSave

    Shared: Task format Multiple-choice (single answer) · Intended use Evaluation · Specialty Multi-specialty · domain Traditional Chinese medicine · content Question banks and benchmarks