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+ ## CIRAL Baselines and Indexes
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+ ### Reproduction
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+ This repo provides the CIRAL's built indexes (Pre-built indexes) to reproduce baselines.
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+ To search using the indexes:
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+ 1. Afriberta-DPR
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+ ```bash
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+ lang=yo # or ha, so, sw
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+ set=train # or test
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+
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+ run_file=runs/run.ciral.afriberta-dpr.${lang}.${set}.txt
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+
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+ python -m pyserini.search.faiss \
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+ --encoder-class auto \
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+ --encoder castorini/afriberta-dpr-ptf-msmarco-ft-latin-mrtydi \
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+ --topics /path/to/topics \
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+ --index /path/to/faiss.ciral-v1.0-${lang}-afriberta-dpr \
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+ --output ${run_file} --batch 128 --threads 16 --hits 1000
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+ ```