README.md

metadata

license: apache-2.0
task_categories:
  - text-retrieval
language:
  - zh
tags:
  - chinese-similar-literature-retrieval
pretty_name: CMIRB Benchmark
size_categories:
  - 10M<n<100M
dataset_info:
  - config_name: default
    features:
      - name: q_id
        dtype: string
      - name: p_id
        dtype: string
      - name: score
        dtype: int64
    splits:
      - name: test
        num_bytes: 21072
        num_examples: 439
  - config_name: corpus
    features:
      - name: id
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: corpus
        num_bytes: 28016252
        num_examples: 36758
  - config_name: queries
    features:
      - name: id
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: queries
        num_bytes: 326559
        num_examples: 439
configs:
  - config_name: default
    data_files:
      - split: test
        path: qrels/test.jsonl
  - config_name: corpus
    data_files:
      - split: corpus
        path: corpus.jsonl
  - config_name: queries
    data_files:
      - split: queries
        path: queries.jsonl

🔭 Overview

CMIRB: Chinese Medical Information Retrieval Benchmark

CMIRB is a specialized multi-task dataset designed specifically for medical information retrieval. It consists of data collected from various medical online websites, encompassing 5 tasks and 10 datasets, and has practical application scenarios.

Name	Description	Query #Samples	Doc #Samples
MedExamRetrieval	Medical multi-choice exam	697	27,871
DuBaikeRetrieval	Medical search query from BaiDu Search	318	56,441
DXYDiseaseRetrieval	Disease question from medical website	1,255	54,021
MedicalRetrieval	Passage retrieval dataset collected from Alibaba	1,000	100,999
CmedqaRetrieval	Online medical consultation text	3,999	100,001
DXYConsultRetrieval	Online medical consultation text	943	12,577
CovidRetrieval	COVID-19 news articles	949	100,001
IIYiPostRetrieval	Medical post articles	789	27,570
CSLCiteRetrieval	Medical literature citation prediction	573	36,703
CSLRelatedRetrieval	Medical similar literatue	439	36,758

🔗 GitHub

Github link AutoMIR

📄 Paper

Paper link arXiv