Yalong Zhao

Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering

The fusion of language models (LMs) and knowledge graphs (KGs) is widely used in commonsense question answering, but generating faithful explanations remains challenging. Current methods often overlook path decoding faithfulness, leading to divergence between graph encoder outputs and model predicti…