Datasets:
Merge branch 'main' of https://huggingface.co/datasets/castorini/mr-tydi
Browse files
README.md
CHANGED
@@ -20,6 +20,8 @@ license: "Apache License 2.0"
|
|
20 |
# Dataset Summary
|
21 |
Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages. It is designed for monolingual retrieval, specifically to evaluate ranking with learned dense representations.
|
22 |
|
|
|
|
|
23 |
# Dataset Structure
|
24 |
The only configuration here is the `language`,
|
25 |
For each language, there are three splits: `train`, `dev`, and `test`.
|
@@ -68,7 +70,23 @@ Note that to perform the retrieval, it need to be used together with [castorini/
|
|
68 |
}
|
69 |
```
|
70 |
|
71 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
72 |
```
|
73 |
@article{mrtydi,
|
74 |
title={{Mr. TyDi}: A Multi-lingual Benchmark for Dense Retrieval},
|
|
|
20 |
# Dataset Summary
|
21 |
Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages. It is designed for monolingual retrieval, specifically to evaluate ranking with learned dense representations.
|
22 |
|
23 |
+
This dataset stores the queries, judgements, and example training data of Mr. TyDi. To access the corpus, please refer to [castorini/mr-tydi-corpus](https://huggingface.co/datasets/castorini/mr-tydi-corpus).
|
24 |
+
|
25 |
# Dataset Structure
|
26 |
The only configuration here is the `language`,
|
27 |
For each language, there are three splits: `train`, `dev`, and `test`.
|
|
|
70 |
}
|
71 |
```
|
72 |
|
73 |
+
# Load Dataset
|
74 |
+
|
75 |
+
An example to load the dataset:
|
76 |
+
```
|
77 |
+
language = 'english'
|
78 |
+
|
79 |
+
# to load all train, dev and test sets
|
80 |
+
dataset = load_dataset('castorini/mr-tydi', language)
|
81 |
+
|
82 |
+
# or to load a specific set:
|
83 |
+
set_name = 'train'
|
84 |
+
dataset = load_dataset('castorini/mr-tydi', language, set_name)
|
85 |
+
```
|
86 |
+
Note that the 'combined' option has only the 'train' set.
|
87 |
+
|
88 |
+
|
89 |
+
# Citation Information
|
90 |
```
|
91 |
@article{mrtydi,
|
92 |
title={{Mr. TyDi}: A Multi-lingual Benchmark for Dense Retrieval},
|