|
|
--- |
|
|
configs: |
|
|
- config_name: corpus |
|
|
data_files: |
|
|
- split: bg |
|
|
path: corpus_bg.jsonl |
|
|
- split: en |
|
|
path: corpus_en.jsonl |
|
|
- config_name: queries |
|
|
data_files: |
|
|
- split: bg |
|
|
path: queries_bg.jsonl |
|
|
- split: en |
|
|
path: queries_en.jsonl |
|
|
- config_name: qrels |
|
|
data_files: |
|
|
- split: train |
|
|
path: qrels/train.jsonl |
|
|
- split: dev |
|
|
path: qrels/dev.jsonl |
|
|
- split: test |
|
|
path: qrels/test.jsonl |
|
|
task_categories: |
|
|
- text-retrieval |
|
|
language: |
|
|
- bg |
|
|
- en |
|
|
pretty_name: bemir |
|
|
license: cc-by-4.0 |
|
|
tags: |
|
|
- medical |
|
|
size_categories: |
|
|
- 1K<n<10K |
|
|
--- |
|
|
|
|
|
# BEMIR Dataset |
|
|
|
|
|
**Bulgarian-English Medical Information Retrieval** |
|
|
|
|
|
## 📊 Dataset Overview |
|
|
|
|
|
| Metric | Count | Details | |
|
|
|--------|-------|---------| |
|
|
| **Documents** | 7,266 | 3,633 BG + 3,633 EN | |
|
|
| **Queries** | 6,474 | 3,237 BG + 3,237 EN | |
|
|
| **Relevance Pairs** | 134,294 | Train: 110,575, Dev: 11,385, Test: 12,334 | |
|
|
|
|
|
## 📁 Files & Sizes |
|
|
|
|
|
| File | Size | Records | Description | |
|
|
|------|------|---------|-------------| |
|
|
| `corpus_bg.jsonl` | 11 MB | 3,633 | Bulgarian documents | |
|
|
| `corpus_en.jsonl` | 5.7 MB | 3,633 | English documents | |
|
|
| `queries_bg.jsonl` | 315 KB | 3,237 | Bulgarian queries | |
|
|
| `queries_en.jsonl` | 218 KB | 3,237 | English queries | |
|
|
| `qrels/train.jsonl` | 7.2 MB | 110,575 | Training relevance | |
|
|
| `qrels/dev.jsonl` | 756 KB | 11,385 | Development relevance | |
|
|
| `qrels/test.jsonl` | 819 KB | 12,334 | Test relevance | |
|
|
|
|
|
## 📝 Content Statistics |
|
|
|
|
|
### Documents |
|
|
| Language | Count | Avg Length | Sample | |
|
|
|----------|-------|------------|---------| |
|
|
| Bulgarian | 3,633 | 1,594 chars (289 words) | Скорошни проучвания предполагат, че статини, утвърдена група лекарства за превенция на сърдечно-съдо... | |
|
|
| English | 3,633 | 1,496 chars (272 words) | Recent studies have suggested that statins, an established drug group in the prevention of cardiovas... | |
|
|
|
|
|
### Queries |
|
|
| Language | Count | Avg Length | Examples | |
|
|
|----------|-------|------------|----------| |
|
|
| Bulgarian | 3,237 | 28 chars (5 words) | • Клетките на рака на гърдата се хранят с холестерол<br>• Диета за лечение на астма и екзема | |
|
|
| English | 3,237 | 21 chars (3 words) | • Breast Cancer Cells Feed on Cholesterol<br>• Using Diet to Treat Asthma and Eczema | |
|
|
|
|
|
## 🎯 Relevance Judgments |
|
|
|
|
|
| Split | Query-Doc Pairs | Unique Queries | Unique Documents | Avg Pairs/Query | |
|
|
|-------|-----------------|----------------|------------------|-----------------| |
|
|
| **Train** | 110,575 | 2,590 | 3,588 | 42.7 | |
|
|
| **Dev** | 11,385 | 324 | 3,119 | 35.1 | |
|
|
| **Test** | 12,334 | 323 | 3,128 | 38.2 | |
|
|
|
|
|
## 🔧 Data Format |
|
|
|
|
|
```json |
|
|
// Corpus |
|
|
{"id": "0406436662", "title": "Document title...", "text": "Document content...", "lang": "en"} |
|
|
|
|
|
// Queries |
|
|
{"id": "df3aceec36", "text": "Query text...", "lang": "en"} |
|
|
|
|
|
// QRels |
|
|
{"query-id": "df3aceec36", "corpus-id": "0406436662", "score": "1"} |
|
|
``` |
|
|
|
|
|
## 📚 Citation |
|
|
|
|
|
If you use this dataset in your research, please cite: |
|
|
|
|
|
```bibtex |
|
|
@dataset{emanuilov2025bemir, |
|
|
title={BEMIR: Bulgarian-English Medical Information Retrieval Dataset}, |
|
|
author={Simeon Emanuilov}, |
|
|
year={2025}, |
|
|
publisher={Hugging Face}, |
|
|
url={https://huggingface.co/datasets/llm-bg/bemir} |
|
|
} |
|
|
``` |
