Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
json
Languages:
Chinese
Size:
10K - 100K
ArXiv:
License:
Update README.md
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README.md
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path: queries.jsonl
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path: queries.jsonl
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---
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## 🔭 Overview
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### CMIRB: Chinese Medical Information Retrieval Benchmark
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**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.
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| Name | Description | Query #Samples | Doc #Samples |
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|:-----:|:---------------------------:|:-----:|:-----:|
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| [MedExamRetrieval](https://huggingface.co/datasets/CMIRB/MedExamRetrieval) | Medical multi-choice exam | 697 | 27,871 |
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| [DuBaikeRetrieval](https://huggingface.co/datasets/CMIRB/DuBaikeRetrieval) | Medical search query from BaiDu Search | 318 | 56,441 |
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| [DXYDiseaseRetrieval](https://huggingface.co/datasets/CMIRB/DXYDiseaseRetrieval) | Disease question from medical website | 1,255 | 54,021 |
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| [MedicalRetrieval](https://huggingface.co/datasets/C-MTEB/MedicalRetrieval) | Passage retrieval dataset collected from Alibaba | 1,000 | 100,999 |
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| [CmedqaRetrieval](https://huggingface.co/datasets/C-MTEB/CmedqaRetrieval) | Online medical consultation text | 3,999 | 100,001 |
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| [DXYConsultRetrieval](https://huggingface.co/datasets/CMIRB/DXYConsultRetrieval) | Online medical consultation text | 943 | 12,577 |
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| [CovidRetrieval](https://huggingface.co/datasets/C-MTEB/CovidRetrieval) | COVID-19 news articles | 949 | 100,001 |
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| [IIYiPostRetrieval](https://huggingface.co/datasets/CMIRB/IIYiPostRetrieval) | Medical post articles | 789 | 27,570 |
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| [CSLCiteRetrieval](https://huggingface.co/datasets/CMIRB/CSLCiteRetrieval) | Medical literature citation prediction | 573 | 36,703 |
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| [CSLRelatedRetrieval](https://huggingface.co/datasets/CMIRB/CSLRelatedRetrieval) | Medical similar literatue | 439 | 36,758 |
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## 🔗 GitHub
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Github link [AutoMIR](https://github.com/ll0ruc/AutoMIR)
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## 📄 Paper
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Paper link [arXiv](https://arxiv.org/abs/2410.20050)
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