ConRAD: Conformal Risk-Aware Neural Databases

Sonia Horchidan, Fabian Zeiher, Xiangyu Shi +4

Querying incomplete knowledge graphs with neural predictors is powerful but dangerous. Errors compound across multi-hop pipelines with no formal bound on the completeness of result…