Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration

Shuhang Lin, Chuhao Zhou, Xiao Lin +5

Knowledge Graph Question Answering (KGQA) offers grounded, interpretable reasoning, but existing methods often fail to provide reliable coverage guarantees over retrieved answers.…