Maxim Romanovsky
2 papers · Latest:
Artificial Intelligence
XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation
XGRAG introduces a novel framework for explaining GraphRAG systems, using graph perturbations to quantify knowledge graph component contributions.
2604.24623
Artificial IntelligenceSTELLAR-E: a Synthetic, Tailored, End-to-end LLM Application Rigorous Evaluator
STELLAR-E is an automated system that generates high-quality synthetic datasets for rigorous, scalable, and domain-adaptable evaluation of LLM applications.
2604.24544
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