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Tong Shen

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Aug 2026

SLOPE: Fine-Grained Log Parser Combining Syntax with LLM-Distilled Semantic

Log parsing, which transforms unstructured log messages into structured formats, is a critical step in automated log analysis and directly impacts the effectiveness of downstream tasks. However, existing log parsers struggle to balance effectiveness with efficiency and show limited capability in handling log inconsiste...

Shu-Ting Lai, Haiyu Huang, Peng-Fei Chen et al. · 0 citations

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