Add Classical Poetry Motive Retrieval dataset with complete configuration
Browse files- README.md +134 -1
- corpus/data-00000-of-00001.parquet +3 -0
- dataset_infos.json +103 -0
- qrels/data-00000-of-00001.parquet +3 -0
- queries/data-00000-of-00001.parquet +3 -0
README.md
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---
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---
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configs:
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- config_name: corpus
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data_files:
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- path: corpus/*.parquet
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split: test
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- config_name: queries
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data_files:
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- path: queries/*.parquet
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split: test
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- config_name: qrels
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data_files:
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- path: qrels/*.parquet
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split: test
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dataset_info:
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configs:
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- config_name: corpus
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dataset_size: 3252113
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download_size: 3252113
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features:
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- dtype: string
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name: id
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- dtype: string
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name: dynasty
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- dtype: string
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name: author
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- dtype: string
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name: title
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- dtype: string
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name: text
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- dtype: string
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name: subject_theme
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splits:
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- name: test
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num_bytes: 3252113
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num_examples: 16660
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- config_name: queries
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dataset_size: 5254
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download_size: 5254
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features:
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- dtype: string
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name: id
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- dtype: string
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name: text
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splits:
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- name: test
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num_bytes: 5254
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num_examples: 71
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- config_name: qrels
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dataset_size: 195720
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download_size: 195720
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features:
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- dtype: string
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name: query-id
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- dtype: string
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name: corpus-id
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- dtype: float64
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name: score
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splits:
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- name: test
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num_bytes: 195720
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num_examples: 16668
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---
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# Classical Poetry Theme Retrieval Dataset
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## 数据集描述
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这是一个古典诗歌题材主题检索数据集,用于评估诗歌主题检索系统的性能。数据集包含从先秦到清代的古典诗歌,涵盖多种题材主题和诗歌体裁。
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## 数据集统计
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| 子集 | 样本数量 | 文件大小 | 描述 |
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|------|----------|----------|------|
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| **corpus** | 16,660 首诗歌 | 3.1 MB | 诗歌文档库 |
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| **queries** | 71 个查询 | 0.0 MB | 主题查询集合 |
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| **qrels** | 16,668 个相关性标注 | 191.1 KB | 主题相关性标注 |
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## 数据字段说明
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### Corpus 字段
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- `id`: 诗歌唯一标识符
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- `dynasty`: 诗歌创作朝代
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- `author`: 诗歌作者
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- `title`: 诗歌标题
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- `text`: 诗歌正文内容
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- `subject_theme`: 诗歌题材主题标签
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### Queries 字段
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- `id`: 主题查询唯一标识符(格式: Q + 诗歌ID)
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- `text`: 主题查询文本内容
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### Qrels 字段
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- `query-id`: 主题查询ID
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- `corpus-id`: 相关文档ID
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- `score`: 主题相关性分数(0-1)
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## 应用场景
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- **诗歌主题检索系统评估**
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- **题材分类与匹配**
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- **古典文学主题研究**
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- **跨时代主题表达分析**
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- **主题建模算法测试**
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- **多模态主题理解**
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## 数据集特点
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1. **主题丰富性** - 涵盖自然、人文、社会等多个维度的主题
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2. **时间跨度广** - 包含先秦至清代多个历史时期的诗歌
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3. **标注专业性** - 基于文学研究和主题分析技术标注
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4. **应用多样性** - 适用于信息检索、文学研究、主题分析等多个领域
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## 检索任务设计
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本数据集支持以下检索任务:
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1. **主题检索** - 根据主题查询检索相关诗歌
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2. **题材匹配** - 匹配相同题材的诗歌作品
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3. **跨时代主题分析** - 分析不同时代的主题表达特点
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4. **作者风格研究** - 研究不同作者的主题偏好
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## 引用信息
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如果您在研究中使用了此数据集,请引用相关论文。本数据集适用于古典文学研究、信息检索、主题建模等领域的研究工作。
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## 更新日志
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- **v1.0.0**: 初始版本发布
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- 包含完整的诗歌题材主题文档库
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- 提供主题查询集合和相关性标注
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- 支持标准的Huggingface数据集加载接口
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- 涵盖多朝代、多题材类型的古典诗歌
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## 致谢
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本数据集基于中国古典诗歌数据库构建,感谢相关文学研究专家和自然语言处理技术的支持。
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corpus/data-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f0094ca97dc276afbc252a9f57abda1dc5001fa23ec03ab6c141f1bb15bdaadf
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size 3252113
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dataset_infos.json
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{
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"corpus": {
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"description": "Classical Poetry Corpus",
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"citation": "",
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"homepage": "",
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"license": "",
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"features": {
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"id": {
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"dtype": "string",
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"_type": "Value"
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},
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"dynasty": {
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"dtype": "string",
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"_type": "Value"
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},
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"author": {
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"dtype": "string",
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"_type": "Value"
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},
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"title": {
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"dtype": "string",
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"_type": "Value"
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},
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"text": {
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"dtype": "string",
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"_type": "Value"
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},
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"subject_theme": {
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"dtype": "string",
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"_type": "Value"
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}
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},
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"splits": {
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"test": {
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"name": "test",
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"num_bytes": 3252113,
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"num_examples": 16660,
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"dataset_name": "ClassicalPoetryMotiveRetrieval"
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}
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},
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"download_size": 3252113,
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"dataset_size": 3252113,
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"size_in_bytes": 3252113
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},
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"queries": {
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"description": "Classical Poetry Queries",
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"citation": "",
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"homepage": "",
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"license": "",
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"features": {
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"id": {
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"dtype": "string",
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"_type": "Value"
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},
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"text": {
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"dtype": "string",
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"_type": "Value"
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}
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},
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"splits": {
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"test": {
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"name": "test",
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"num_bytes": 5254,
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"num_examples": 71,
|
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+
"dataset_name": "ClassicalPoetryMotiveRetrieval"
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}
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},
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"download_size": 5254,
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"dataset_size": 5254,
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"size_in_bytes": 5254
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},
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"qrels": {
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"description": "Classical Poetry Qrels",
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"citation": "",
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"homepage": "",
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"license": "",
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"features": {
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"query-id": {
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"dtype": "string",
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"_type": "Value"
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},
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"corpus-id": {
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"dtype": "string",
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"_type": "Value"
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},
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"score": {
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"dtype": "float64",
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"_type": "Value"
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}
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},
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"splits": {
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"test": {
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"name": "test",
|
| 94 |
+
"num_bytes": 195720,
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| 95 |
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"num_examples": 16668,
|
| 96 |
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"dataset_name": "ClassicalPoetryMotiveRetrieval"
|
| 97 |
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}
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},
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"download_size": 195720,
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"dataset_size": 195720,
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"size_in_bytes": 195720
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}
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}
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qrels/data-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:37e8068597fa0a79485b988502ffa4140d3218093321935fca65cb9951e22d16
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size 195720
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queries/data-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c9e23e13aca3ff082ee0d2c66b83f9bd621b403deb24059027acf933d6365a6
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size 5254
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