3 papers
cs.CL2026
RSD: Moving Local Triangular Charts for Auditing Language-Model Hidden States
Seungmin Jin
We study Relational Semantic Decomposition, abbreviated as RSD, as a moving local triangular chart audit for language-model hidden states. For repeated occurrences of one target wo…
cs.SE2026
Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents
Anastasiia Kuvshinova, Seungmin Jin
Kubernetes incidents are diagnosed reliably only when a root-cause system's reported gains come from incident evidence rather than scenario-specific shortcuts. We present Graph Tra…
cs.CL2026
ContextRAG: Extraction-Free Hierarchical Graph Construction for Retrieval-Augmented Generation
Roman Prosvirnin, Sergei Kuznetsov, Seungmin Jin
Graph-structured retrieval-augmented generation (RAG) systems can improve answer quality on multi-hop questions, but many current systems rely on large language models (LLMs) to ex…