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@@ -24,7 +24,7 @@ This dataset repo contains only the queries and relevance judgements. The corpus
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  # Dataset Structure
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- To download the files: The queries can be found under `ciral-{lang}/topics` and are in `.tsv` formats with each line in the form:
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  ```
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  qid\tquery
@@ -34,7 +34,25 @@ To download the files: The queries can be found under `ciral-{lang}/topics` and
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  ```
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  qid Q0 docid relevance
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Citation
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  ...
 
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  # Dataset Structure
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+ 1. To download the files: The queries can be found under `ciral-{lang}/topics` and are in `.tsv` formats with each line in the form:
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  ```
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  qid\tquery
 
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  ```
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  qid Q0 docid relevance
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  ```
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+ 2. To access the dataset via `datasets`:
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+
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+ ```
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+ ciral_dataset = load_datasets("ciral/ciral", lang="hausa") #or swahili, somali, yoruba
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+
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+ for data in ciral_dataset['train']: # or 'test'
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+ query_id = data['query_id']
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+ query = data['query']
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+ qrels = data['judgements']
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+
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+ for qrel in qrels:
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+ docid = qrel['docid']
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+ judgement = qrel['judgement']
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+ text = qrel['text']
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+ ```
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+
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+
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+
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  ## Citation
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  ...