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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shu-Ting Lai

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Aug 2026

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

This work proposes SLOPE, a fine-grained log parser combining syntax with semantics, which achieves an average parsing accuracy improvement of 61.2% and 5.9 times higher throughput over all baselines, exhibiting state-of-the-art robustness.

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

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