Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry explores INSPECTOR uses small language model representations for efficient, interpretable evaluation, challenging the dominance of LLMs in evaluative tasks.. Commercial viability score: 5/10 in AI Model Evaluation.