sentence-transformers/NanoHotpotQA-bm25
收藏Hugging Face2025-02-25 更新2025-04-08 收录
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https://hf-mirror.com/datasets/sentence-transformers/NanoHotpotQA-bm25
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资源简介：
这个数据集是NanoHotpotQA的一个更新版本，它是信息检索基准BEIR的一个子集。HotpotQA是为了更高效运行而设计的BEIR的一个子集。这个数据集在relevance子集中添加了一个bm25-ranked-ids列，该列包含了每个查询对应的语料库中每个段落的排名。这个数据集被用于评估Sentence Transformers中的CrossEncoder模型在NanoBEIR上的表现，通过重新排序BM25的前k个结果。
This dataset is an updated variant of NanoHotpotQA, which is a subset of the Benchmark for Information Retrieval (BEIR). HotpotQA was created as a subset of the rather large BEIR, designed to be more efficient to run. This dataset adds a bm25-ranked-ids column to the relevance subset, which contains a ranking of every single passage in the corpus to the query. This dataset is used in Sentence Transformers for evaluating CrossEncoder (i.e. reranker) models on NanoBEIR by reranking the top k results from BM25.
提供机构：
sentence-transformers
