compact language models 1entity extraction 1graph rag 1knowledge graph construction 1retrieval-augmented generation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM
Mikhail Komarov, Ivan Bondarenko, Stanislav Shtuka +5
RAGU is an open‑source GraphRAG engine that separates entity extraction from consolidation using a two‑stage typed extraction, deduplication, summarization, and community detection…
cs.CL2026
RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation
Ivan Bondarenko, Roman Derunets, Oleg Sedukhin +3
We present our winning system for Task~B (generation with reference passages) in SemEval-2026 Task~8: MTRAGEval. Our method is a heterogeneous ensemble of seven LLMs with two promp…