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fiqa.terrier – Dataset by pyterrier | AlphaNeural AI
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pyterrier
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fiqa.terrier
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text-retrieval
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pyterrier
pyterrier-artifact
pyterrier-artifact.sparse_index
pyterrier-artifact.sparse_index.terrier
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fiqa.terrier Description
Terrier index for Fiqa
Usage
Load the artifact
import pyterrier as pt index = pt.Artifact.from_hf('pyterrier/fiqa.terrier') index.bm25()
Benchmarks
fiqa/dev
name nDCG@10 R@1000
bm25 0.2692 0.7645
dph 0.2639 0.7513
fiqa/test
name nDCG@10 R@1000
bm25 0.2526 0.7742
dph 0.2433 0.7562
Reproduction
import pyterrier as pt from tqdm import tqdm import ir_datasets dataset =… See the full description on the dataset page:
https://huggingface.co/datasets/pyterrier/fiqa.terrier
.
