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cs.CL2025
A Word is Worth 4-bit: Efficient Log Parsing with Binary Coded Decimal Recognition
Prerak Srivastava, Giulio Corallo, Sergey Rybalko
System-generated logs are typically converted into categorical log templates through parsing. These templates are crucial for generating actionable insights in various downstream t…
cs.CL2025
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning
Giulio Corallo, Orion Weller, Fabio Petroni +1
Incorporating external knowledge in large language models (LLMs) enhances their utility across diverse applications, but existing methods have trade-offs. Retrieval-Augmented Gener…