Datasets:
Tasks:
Text Retrieval
Formats:
parquet
Sub-tasks:
document-retrieval
Size:
1M - 10M
ArXiv:
Tags:
research papers
License:
Update README.md
Browse files
README.md
CHANGED
|
@@ -72,6 +72,8 @@ language:
|
|
| 72 |
- en
|
| 73 |
- fr
|
| 74 |
pretty_name: CLIRudit
|
|
|
|
|
|
|
| 75 |
---
|
| 76 |
|
| 77 |
# Dataset Card for CLIRudit
|
|
@@ -91,4 +93,107 @@ The dataset includes only Érudit **research articles** containing both abstract
|
|
| 91 |
The translations between languages were provided by the original authors of the articles.
|
| 92 |
|
| 93 |
As an _empirical upper bound_, we also include the actual English translations of the French titles, subtitles, and abstracts as documents.
|
| 94 |
-
This represents the best possible performance that can be achieved by a retrieval method with perfect translation.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 72 |
- en
|
| 73 |
- fr
|
| 74 |
pretty_name: CLIRudit
|
| 75 |
+
tags:
|
| 76 |
+
- research papers
|
| 77 |
---
|
| 78 |
|
| 79 |
# Dataset Card for CLIRudit
|
|
|
|
| 93 |
The translations between languages were provided by the original authors of the articles.
|
| 94 |
|
| 95 |
As an _empirical upper bound_, we also include the actual English translations of the French titles, subtitles, and abstracts as documents.
|
| 96 |
+
This represents the best possible performance that can be achieved by a retrieval method with perfect translation.
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
## Dataset Details
|
| 100 |
+
|
| 101 |
+
### Dataset Description
|
| 102 |
+
|
| 103 |
+
<!-- Provide a longer summary of what this dataset is. -->
|
| 104 |
+
|
| 105 |
+
- **Language(s) (NLP):** English, French
|
| 106 |
+
- **License:** CC BY-NC 4.0. The dataset should not be used for any commercial purpose.
|
| 107 |
+
|
| 108 |
+
|
| 109 |
+
### Dataset Sources
|
| 110 |
+
|
| 111 |
+
<!-- Provide the basic links for the dataset. -->
|
| 112 |
+
|
| 113 |
+
- **Repository:** TBA
|
| 114 |
+
- **Paper:** [CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents](TODO)
|
| 115 |
+
|
| 116 |
+
|
| 117 |
+
## Uses
|
| 118 |
+
|
| 119 |
+
The dataset is meant to be used to evaluate cross-lingual IR models.
|
| 120 |
+
|
| 121 |
+
|
| 122 |
+
## Dataset Structure
|
| 123 |
+
|
| 124 |
+
<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
|
| 125 |
+
|
| 126 |
+
### Data Instances
|
| 127 |
+
|
| 128 |
+
A typical instance of the `docs` subset looks like:
|
| 129 |
+
|
| 130 |
+
```
|
| 131 |
+
{
|
| 132 |
+
'docid': '000200ar',
|
| 133 |
+
'title': 'Le charme féminin chez les Peuls Djeneri du Mali',
|
| 134 |
+
'subtitle': 'Un « objet » de la nature ou de la culture?',
|
| 135 |
+
'abstract': 'La notion de charme soulève une confusion de sens, car elle est souvent utilisée dans un sens commun...',
|
| 136 |
+
}
|
| 137 |
+
```
|
| 138 |
+
|
| 139 |
+
A typical instance of the `queries` subset looks like:
|
| 140 |
+
|
| 141 |
+
```
|
| 142 |
+
{
|
| 143 |
+
'qid': 0,
|
| 144 |
+
'query': '"biblioclasts", books with holes, picture books'
|
| 145 |
+
}
|
| 146 |
+
```
|
| 147 |
+
|
| 148 |
+
A typical instance of the `qrels` subset looks like:
|
| 149 |
+
|
| 150 |
+
```
|
| 151 |
+
{
|
| 152 |
+
'qid': 0,
|
| 153 |
+
'docid': '1089655ar',
|
| 154 |
+
'rel': 1
|
| 155 |
+
}
|
| 156 |
+
```
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
### Data Fields
|
| 162 |
+
|
| 163 |
+
- `qid`: query id
|
| 164 |
+
- `query`: query text
|
| 165 |
+
- `docid`: document id in Érudit
|
| 166 |
+
- `title`: article title, if any
|
| 167 |
+
- `subtitle`: article subtitle, if any
|
| 168 |
+
- `abstract`: article abstract
|
| 169 |
+
- `rel`: relevance tag (currently only positives are tagged with 1)
|
| 170 |
+
|
| 171 |
+
<!-- Note that the descriptions can be initialized with the **Show Markdown Data Fields** output of the [Datasets Tagging app](https://huggingface.co/spaces/huggingface/datasets-tagging), you will then only need to refine the generated descriptions. -->
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
|
| 175 |
+
### Data Splits
|
| 176 |
+
|
| 177 |
+
There is one `subset` per dataset component (documents, queries, qrels).
|
| 178 |
+
`split` is used to represent language and train/test split.
|
| 179 |
+
|
| 180 |
+
For qrels, we first indicate query lang and then doc lang in the `split` name; e.g., `en_fr.test` means test split judgments with English queries and French documents.
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
|
| 184 |
+
|
| 185 |
+
## Citation
|
| 186 |
+
|
| 187 |
+
<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
|
| 188 |
+
|
| 189 |
+
**BibTeX:**
|
| 190 |
+
|
| 191 |
+
```bibtex
|
| 192 |
+
@article{
|
| 193 |
+
TODO
|
| 194 |
+
}
|
| 195 |
+
```
|
| 196 |
+
|
| 197 |
+
**APA:**
|
| 198 |
+
|
| 199 |
+
TODO
|