REFLEX is a reference-free LLM-based evaluation metric for log summarization that assesses quality on relevance, informativeness, and coherence without gold references or human annotations.
”Enhancing Reasoning Capacity of SLM using Cognitive Enhancement.” 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
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REFLEX: Reference-Free Evaluation of Log Summarization via Large Language Model Judgment
REFLEX is a reference-free LLM-based evaluation metric for log summarization that assesses quality on relevance, informativeness, and coherence without gold references or human annotations.