MultiwayPAM: Multiway Partitioning Around Medoids for LLM-as-a-Judge Score Analysis

arXiv:2603.10287 · stat.ML, cs.LG · Submitted 2026-03-11 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-03-11

Updated: 2026-09-24

Terminology

• Clustering — 21× in this paper · explained in 2 episodes
• LLM-as-a-Judge — 21× in this paper · explained in 3 episodes
• Partitioning Around Medoids — 4× in this paper
• Trace — 2× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Objective Function — 1× in this paper · explained in 2 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

• Evaluation of Text Generation: A Survey
• Scaling Synthetic Data Creation with 1,000,000,000 Personas
• GPT-4o System Card

Related papers

• Behavior of prediction performance metrics with rare events
• Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
• A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
• One Permutation Is All You Need: Fast, Deterministic Feature Importance and Model Stress-Testing
• Online Conformal Prediction for Non-Exchangeable Panel Data
• Deep Time-Series Forecasting in 10 Years: A Survey