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cs.HC2024★ 1 cited
Human-Centered Design Recommendations for LLM-as-a-Judge
Qian Pan, Zahra Ashktorab, Michael Desmond +5
Traditional reference-based metrics, such as BLEU and ROUGE, are less effective for assessing outputs from Large Language Models (LLMs) that produce highly creative or superior-qua…
cs.CL2024★ 1 cited
Ranking Large Language Models without Ground Truth
Amit Dhurandhar, Rahul Nair, Moninder Singh +2
Evaluation and ranking of large language models (LLMs) has become an important problem with the proliferation of these models and their impact. Evaluation methods either require hu…