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Dataset Summary
CIRAL is a collection for cross-lingual information retrieval research across four (4) African languages. The collection comprises English queries and query-passage relevance judgements for passages in the African languages. This dataset repo contains only the queries and relevance judgements. The corpus collection can be found here here
Dataset Structure
To download the files: The queries can be found under
ciral-{lang}/topics
and are in.tsv
formats with each line in the form:qid\tquery
while the judgements are in the folder
ciral-{lang}/qrels
, with each file in the standard TREC format:qid Q0 docid relevance
To access the dataset via
datasets
:ciral_dataset = load_dataset("ciral/ciral", "hausa") #or swahili, somali, yoruba for data in ciral_dataset['dev']: # or 'testA' or 'testB' query_id = data['query_id'] query = data['query'] pos_qrels = data['positive_passages'] neg_qrels = data['negative_passages'] # To load test set A's pool judgments pools_pos_qrels = data['pools_positive_passages'] pools_neg_qrels = data['pools_negative_passages'] for qrel in pos_qrels: docid = qrel['docid'] text = qrel['text']
Citation
@misc{CiralHfCite,
title = {{CIRAL: A Test Suite for {CLIR} in {A}frican Languages}},
author = {Mofetoluwa Adeyemi and
Akintunde Oladipo and
Xinyu Zhang and
David Alfonso-Hermelo and
Mehdi Rezagholizadeh and
Boxing Chen and
Jimmy Lin},
year = 2023,
url = {https://huggingface.co/datasets/CIRAL/ciral},
urldate = {2023-12-19}
}
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