KQA Pro is a large-scale dataset of complex question answering over knowledge base. The questions are very diverse and challenging, requiring multiple reasoning capabilities including compositional reasoning, multi-hop reasoning, quantitative comparison, set operations, and etc. Strong supervisions of SPARQL and program are provided for each question.
[version 1.0 / size 25MB]
@inproceedings{KQAPro, title={{KQA P}ro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base}, author={Cao, Shulin and Shi, Jiaxin and Pan, Liangming and Nie, Lunyiu and Xiang, Yutong and Hou, Lei and Li, Juanzi and He, Bin and Zhang, Hanwang}, booktitle={ACL'22}, year={2022} }