Characterizing Knowledge Graph Tasks in LLM Benchmarks Using Cognitive Complexity Frameworks

Sara Todorovikj, Lars-Peter Meyer, Michael Martin

Large Language Models (LLMs) are increasingly used for tasks involving Knowledge Graphs (KGs), whose evaluation typically focuses on accuracy and output correctness. We propose a c…