QALD-9+

QALD+ is the dataset for Knowledge Graph Question Answering (KGQA) based on well-known QALD-9.<br>QALD+ enables to train and test KGQA systems over DBpedia and Wikidata using questions in 8 different languages.<br>Some of the questions have several alternative writings in particular languages which enables to evaluate the robustness of KGQA systems and train paraphrasing models.<br>As the questions' translations were provided by native speakers, they are considered as "gold standard", therefore, machine translation tools can be trained and evaluated on the dataset.QALD+是一款基于经典QALD-9的知识图谱问答（Knowledge Graph Question Answering，KGQA）数据集。<br>QALD+支持使用8种不同语言的问句，在DBpedia与Wikidata两大知识库上开展KGQA系统的训练与测试工作。<br>部分问句在对应语言下存在多种表述变体，可用于评估KGQA系统的鲁棒性，同时也可用于训练释义模型。<br>由于该数据集内的所有问句译文均由对应语言的母语使用者提供，因此这些译文被视作金标准，可用于训练和评估机器翻译工具。