Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses

Fangyi Yu, Nabeel Seedat, Dasha Herrmannova +2

Evaluating long-form answers in high-stakes domains such as law or medicine remains a fundamental challenge. Standard metrics like BLEU and ROUGE fail to capture semantic correctne…