DBP2.0 zh-en

DBP2.0 数据集可以从 figshare 存储库下载。它具有三种实体对齐设置，即ZH-EN、JA-EN 和FR-EN。每个设置都有以下文件： ent_links：参考实体对齐； rel_triples_1：ZH 或 JA 或 FR KG 中的关系三元组，三元组列表，如 (h \tr \tt)； rel_triples_2：EN KG 中的关系三元组； splits/train_links：实体对齐的训练数据，像 (e1 \t e2) 这样的对列表； splits/valid_links：实体对齐的验证数据； splits/test_links：实体对齐的测试数据； splits/train_unlinked_ent1：悬空实体检测的训练数据，ZH 或 JA 或 FR KG 中的悬空实体列表； splits/train_unlinked_ent2：悬空实体检测的训练数据，EN KG中悬空实体的列表； splits/valid_unlinked_ent1：悬空实体检测的验证数据，ZH 或 JA 或 FR KG 中的悬空实体列表； splits/valid_unlinked_ent2：悬空实体检测的验证数据，EN KG中的悬空实体列表； splits/test_unlinked_ent1：悬空实体检测的测试数据，ZH 或 JA 或 FR KG 中的悬空实体列表； splits/test_unlinked_ent2：悬空实体检测的测试数据，EN KG中悬空实体的列表；更多信息参见：https://github.com/nju-websoft/OpenEA/tree/master/dbp2.0

The DBP2.0 dataset is available for download from the figshare repository. It encompasses three entity alignment settings, namely ZH-EN, JA-EN, and FR-EN. For each setting, the following files are provided:
- ent_links: Reference entity alignment pairs;
- rel_triples_1: Relational triples within the ZH, JA, or FR knowledge graph (KG), formatted as a list of triples in the pattern (h r t);
- rel_triples_2: Relational triples within the EN knowledge graph (KG);
- splits/train_links: Training data for entity alignment, consisting of a list of pairs in the pattern (e1 e2);
- splits/valid_links: Validation data for entity alignment;
- splits/test_links: Test data for entity alignment;
- splits/train_unlinked_ent1: Training data for unlinked entity detection, containing a list of unlinked entities from the ZH, JA, or FR KG;
- splits/train_unlinked_ent2: Training data for unlinked entity detection, containing a list of unlinked entities from the EN KG;
- splits/valid_unlinked_ent1: Validation data for unlinked entity detection, containing a list of unlinked entities from the ZH, JA, or FR KG;
- splits/valid_unlinked_ent2: Validation data for unlinked entity detection, containing a list of unlinked entities from the EN KG;
- splits/test_unlinked_ent1: Test data for unlinked entity detection, containing a list of unlinked entities from the ZH, JA, or FR KG;
- splits/test_unlinked_ent2: Test data for unlinked entity detection, containing a list of unlinked entities from the EN KG;
For additional information, please refer to: https://github.com/nju-websoft/OpenEA/tree/master/dbp2.0

搜集汇总

背景与挑战

背景概述

DBP2.0 zh-en是一个用于实体对齐的数据集，专注于中文与英文知识图谱的匹配。它提供关系三元组、实体对齐的训练/验证/测试数据以及悬空实体检测任务的数据。该数据集由多所大学联合发布，旨在支持相关研究。