Capturing LLM Capabilities via Evidence-Calibrated Query Clustering

Fangzhou Wu, Sandeep Silwal, Qiuyi Zhang

Query clustering organizes queries into groups that reflect shared latent capability demands, enabling capability-aware LLM evaluation. Existing clustering methods, which primarily…