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

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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

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