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---
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data_files:
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- config_name: top_ranked-zho
data_files:
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path: top_ranked-zho/top_ranked.parquet
---
# mFollowIR-parquet
This is a parquet version of the mFollowIR dataset that can be loaded directly with `load_dataset()`. The original dataset can be found at [jhu-clsp/mFollowIR](https://huggingface.co/datasets/jhu-clsp/mFollowIR).
## Dataset Structure
The dataset contains the following configurations for each 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-parquet", "queries_fas") # or any other config
# Load multiple configurations
dataset = load_dataset("jhu-clsp/mFollowIR-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"
}
``` |