arxivcs.AIcs.CL2026-07-11
KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quality from Text
Nipun Misra, Vikranth Udandarao, Aanchal Gupta, Yogender Kumar, Manuj Mukherjee, Raghava Mutharaju
Knowledge Graphs (KGs) are increasingly constructed through automated extraction pipelines; however, such systems often introduce spurious or incomplete triples, which degrade downstream performance. Existing evaluation practices rely heavily on task-specific metrics or small-sca…