WN18RR

WN18RR is derived from WN18, with data removed to eliminate test-set leakage due to inverse relations. WN18RR contains 93003 triples, connecting 40943 entities via 11 relations.<br><br>Info about WN18: This WORDNET TENSOR DATA consists of a collection of triplets (synset, relation_type, triplet) extracted from WordNet 3.0 (http://wordnet.princeton.edu). This data set can be seen as a 3-mode tensor depicting ternary relationships between synsets.<br>All *.txt files contain one triplet per line, with 2 synset_ids and relation type identifier in a tab separated format. The first element is the synset_id of the left hand side of the relation triple, the third one is the synset_id of the right hand side and the second element is the name of the type of relations between them.<br>The WN18RR.zip file contains the other files, with more compression than the default "download all".<br>

WN18RR 源自 WN18，为消除因反向关系引发的测试集泄露问题，移除了部分数据。WN18RR 共包含93003条三元组（triple），通过11种关系连接40943个实体。<br><br>WN18数据集说明：该词网张量数据集（WORDNET TENSOR DATA）由从WordNet 3.0（http://wordnet.princeton.edu）中提取的三元组集合构成，其结构为（同义词集（synset）、关系类型、三元组（triple））。该数据集可被视为一个刻画同义词集（synset）间三元关系的三阶张量。所有*.txt文件每行均包含一条三元组（triple），以制表符分隔格式存储两个同义词集ID与关系类型标识符。其中第一个元素为该关系三元组左侧的同义词集ID，第三个元素为右侧的同义词集ID，第二个元素则为二者间的关系类型名称。WN18RR.zip 文件包含其余文件，其压缩率高于默认的"download all"压缩方式。

搜集汇总

背景与挑战

背景概述

WN18RR是一个基于WordNet 3.0的知识图谱数据集，包含93003个三元组，连接40943个实体，涉及11种关系。该数据集通过移除反向关系解决了WN18中的测试集泄漏问题，数据以文本格式存储，每行一个三元组。