2026 · arXiv / CoRR; arXiv page reports acceptance to ICSE 2026
TAAF: A Trace Abstraction and Analysis Framework Synergizing Knowledge Graphs and LLMs
TAAF combines time-indexed knowledge graphs with large language models to turn large execution traces into queryable, actionable explanations.
Keywords: TAAF · TraceQA-100 · time-indexed knowledge graph · natural-language trace queries · multi-hop reasoning