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sentence-transformers/NanoQuoraRetrieval-bm25

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Hugging Face2025-02-25 更新2025-04-08 收录
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https://hf-mirror.com/datasets/sentence-transformers/NanoQuoraRetrieval-bm25
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资源简介:
NanoBEIR QuoraRetrieval数据集是BEIR信息检索基准的QuoraRetrieval子集的更新版本。它旨在更高效地运行,并为relevance子集添加了bm25-ranked-ids列,该列包含了对语料库中每个段落的查询排名。这个数据集被用于评估Sentence Transformers中的CrossEncoder模型,通过reranking BM25的前k个结果。

NanoBEIR QuoraRetrieval dataset is an updated variant of the NanoQuoraRetrieval, which is a subset of the QuoraRetrieval dataset from the Benchmark for Information Retrieval (BEIR). It is designed to be more efficient and adds a bm25-ranked-ids column to the relevance subset, which contains the ranking of every single passage in the corpus to the query. This dataset is used for evaluating CrossEncoder models in Sentence Transformers by reranking the top k results from BM25.
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