irds/beir_dbpedia-entity_dev

`beir/dbpedia-entity/dev`数据集，由[ir-datasets](https://ir-datasets.com/)提供，包含67个查询和5,673个相关性评估，用于文本检索任务。

原始信息汇总

数据集概述

数据集名称

beir/dbpedia-entity/dev

数据来源

• 源数据集：irds/beir_dbpedia-entity

数据集内容

• queries：查询（即主题），数量为67个。
• qrels：相关性评估，数量为5,673个。
• docs：文档数据，需从irds/beir_dbpedia-entity获取。

使用方法

python from datasets import load_dataset

queries = load_dataset(irds/beir_dbpedia-entity_dev, queries) for record in queries: record # {query_id: ..., text: ...}

qrels = load_dataset(irds/beir_dbpedia-entity_dev, qrels) for record in qrels: record # {query_id: ..., doc_id: ..., relevance: ..., iteration: ...}

引用信息

@article{Hasibi2017DBpediaEntityVA, title={DBpedia-Entity v2: A Test Collection for Entity Search}, author={Faegheh Hasibi and Fedor Nikolaev and Chenyan Xiong and K. Balog and S. E. Bratsberg and Alexander Kotov and J. Callan}, journal={Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval}, year={2017} } @article{Thakur2021Beir, title = "BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models", author = "Thakur, Nandan and Reimers, Nils and Rücklé, Andreas and Srivastava, Abhishek and Gurevych, Iryna", journal= "arXiv preprint arXiv:2104.08663", month = "4", year = "2021", url = "https://arxiv.org/abs/2104.08663", }