|
--- |
|
dataset_info: |
|
- config_name: qrels_og-fas |
|
features: |
|
- name: query-id |
|
dtype: string |
|
- name: corpus-id |
|
dtype: string |
|
- name: score |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 470546 |
|
num_examples: 12163 |
|
download_size: 470546 |
|
dataset_size: 470546 |
|
- config_name: qrels_changed-fas |
|
features: |
|
- name: query-id |
|
dtype: string |
|
- name: corpus-id |
|
dtype: string |
|
- name: score |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 470157 |
|
num_examples: 12163 |
|
download_size: 470157 |
|
dataset_size: 470157 |
|
- config_name: corpus-fas |
|
features: |
|
- name: _id |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: corpus |
|
num_bytes: 108126004 |
|
num_examples: 41189 |
|
download_size: 108126004 |
|
dataset_size: 108126004 |
|
- config_name: queries-fas |
|
features: |
|
- name: _id |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: instruction_og |
|
dtype: string |
|
- name: instruction_changed |
|
dtype: string |
|
splits: |
|
- name: queries |
|
num_bytes: 28833 |
|
num_examples: 40 |
|
download_size: 28833 |
|
dataset_size: 28833 |
|
- config_name: top_ranked-fas |
|
features: |
|
- name: qid |
|
dtype: string |
|
- name: pid |
|
dtype: string |
|
splits: |
|
- name: top_ranked |
|
num_bytes: 1531154 |
|
num_examples: 40000 |
|
download_size: 1531154 |
|
dataset_size: 1531154 |
|
- config_name: qrels_og-rus |
|
features: |
|
- name: query-id |
|
dtype: string |
|
- name: corpus-id |
|
dtype: string |
|
- name: score |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 466885 |
|
num_examples: 12067 |
|
download_size: 466885 |
|
dataset_size: 466885 |
|
- config_name: qrels_changed-rus |
|
features: |
|
- name: query-id |
|
dtype: string |
|
- name: corpus-id |
|
dtype: string |
|
- name: score |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 466487 |
|
num_examples: 12067 |
|
download_size: 466487 |
|
dataset_size: 466487 |
|
- config_name: corpus-rus |
|
features: |
|
- name: _id |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: corpus |
|
num_bytes: 100142813 |
|
num_examples: 39326 |
|
download_size: 100142813 |
|
dataset_size: 100142813 |
|
- config_name: queries-rus |
|
features: |
|
- name: _id |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: instruction_og |
|
dtype: string |
|
- name: instruction_changed |
|
dtype: string |
|
splits: |
|
- name: queries |
|
num_bytes: 27729 |
|
num_examples: 40 |
|
download_size: 27729 |
|
dataset_size: 27729 |
|
- config_name: top_ranked-rus |
|
features: |
|
- name: qid |
|
dtype: string |
|
- name: pid |
|
dtype: string |
|
splits: |
|
- name: top_ranked |
|
num_bytes: 1531215 |
|
num_examples: 40000 |
|
download_size: 1531215 |
|
dataset_size: 1531215 |
|
- config_name: qrels_og-zho |
|
features: |
|
- name: query-id |
|
dtype: string |
|
- name: corpus-id |
|
dtype: string |
|
- name: score |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 492178 |
|
num_examples: 12732 |
|
download_size: 492178 |
|
dataset_size: 492178 |
|
- config_name: qrels_changed-zho |
|
features: |
|
- name: query-id |
|
dtype: string |
|
- name: corpus-id |
|
dtype: string |
|
- name: score |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 491764 |
|
num_examples: 12732 |
|
download_size: 491764 |
|
dataset_size: 491764 |
|
- config_name: corpus-zho |
|
features: |
|
- name: _id |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: corpus |
|
num_bytes: 83950020 |
|
num_examples: 41120 |
|
download_size: 83950020 |
|
dataset_size: 83950020 |
|
- config_name: queries-zho |
|
features: |
|
- name: _id |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: instruction_og |
|
dtype: string |
|
- name: instruction_changed |
|
dtype: string |
|
splits: |
|
- name: queries |
|
num_bytes: 29669 |
|
num_examples: 43 |
|
download_size: 29669 |
|
dataset_size: 29669 |
|
- config_name: top_ranked-zho |
|
features: |
|
- name: qid |
|
dtype: string |
|
- name: pid |
|
dtype: string |
|
splits: |
|
- name: top_ranked |
|
num_bytes: 1646082 |
|
num_examples: 43000 |
|
download_size: 1646082 |
|
dataset_size: 1646082 |
|
configs: |
|
- config_name: qrels_og-fas |
|
data_files: |
|
- split: test |
|
path: qrels_og-fas/test.parquet |
|
- config_name: qrels_changed-fas |
|
data_files: |
|
- split: test |
|
path: qrels_changed-fas/test.parquet |
|
- config_name: corpus-fas |
|
data_files: |
|
- split: corpus |
|
path: corpus-fas/corpus.parquet |
|
- config_name: queries-fas |
|
data_files: |
|
- split: queries |
|
path: queries-fas/queries.parquet |
|
- config_name: top_ranked-fas |
|
data_files: |
|
- split: top_ranked |
|
path: top_ranked-fas/top_ranked.parquet |
|
- config_name: qrels_og-rus |
|
data_files: |
|
- split: test |
|
path: qrels_og-rus/test.parquet |
|
- config_name: qrels_changed-rus |
|
data_files: |
|
- split: test |
|
path: qrels_changed-rus/test.parquet |
|
- config_name: corpus-rus |
|
data_files: |
|
- split: corpus |
|
path: corpus-rus/corpus.parquet |
|
- config_name: queries-rus |
|
data_files: |
|
- split: queries |
|
path: queries-rus/queries.parquet |
|
- config_name: top_ranked-rus |
|
data_files: |
|
- split: top_ranked |
|
path: top_ranked-rus/top_ranked.parquet |
|
- config_name: qrels_og-zho |
|
data_files: |
|
- split: test |
|
path: qrels_og-zho/test.parquet |
|
- config_name: qrels_changed-zho |
|
data_files: |
|
- split: test |
|
path: qrels_changed-zho/test.parquet |
|
- config_name: corpus-zho |
|
data_files: |
|
- split: corpus |
|
path: corpus-zho/corpus.parquet |
|
- config_name: queries-zho |
|
data_files: |
|
- split: queries |
|
path: queries-zho/queries.parquet |
|
- config_name: top_ranked-zho |
|
data_files: |
|
- split: top_ranked |
|
path: top_ranked-zho/top_ranked.parquet |
|
--- |
|
|
|
# mFollowIR-cross-lingual-parquet |
|
|
|
This is a parquet version of the mFollowIR cross-lingual dataset that can be loaded directly with `load_dataset()`. The original dataset can be found at [jhu-clsp/mFollowIR-cross-lingual](https://huggingface.co/datasets/jhu-clsp/mFollowIR-cross-lingual). |
|
|
|
## Dataset Structure |
|
|
|
The dataset contains the following configurations for each target language (fas, rus, zho): |
|
|
|
### Configurations |
|
- `qrels_og_[lang]`: Original relevance judgments (test split) |
|
- `qrels_changed_[lang]`: Modified relevance judgments (test split) |
|
- `corpus_[lang]`: Document collection |
|
- `queries_[lang]`: Query set with instructions |
|
- `top_ranked_[lang]`: Top ranked documents |
|
|
|
## Usage |
|
|
|
```python |
|
from datasets import load_dataset |
|
|
|
# Load a specific configuration |
|
dataset = load_dataset("jhu-clsp/mFollowIR-cross-lingual-parquet", "queries_fas") # or any other config |
|
|
|
# Load multiple configurations |
|
dataset = load_dataset("jhu-clsp/mFollowIR-cross-lingual-parquet", |
|
["queries_fas", "corpus_fas"]) |
|
``` |
|
|
|
## Citation |
|
|
|
```bibtex |
|
@article{weller2024mfollowir, |
|
title="mFollowIR: a Multilingual Benchmark for Instruction Following in Information Retrieval", |
|
author="Weller, Orion and Chang, Benjamin and Yang, Eugene and Yarmohammadi, Mahsa and Barham, Sam and MacAvaney, Sean and Cohan, Arman and Soldaini, Luca and Van Durme, Benjamin and Lawrie, Dawn", |
|
journal="arXiv preprint TODO", |
|
year="2024" |
|
} |
|
``` |
