#knowledge graph construction

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2 papers match

cs.HC2026

GraphQAG: A Knowledge-Graph-Guided Visual Analytics Framework for Question-Answer Pairs Generation

Yize Li, Ruiqi Yu, Tianya Pan +5

GraphQAG is a visual analytics system that builds a knowledge graph from long documents to guide large language model generation of question‑answer pairs, allowing users to explore…

#knowledge graph construction#question answering generation#visual analytics#large language models

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…

#graph rag#knowledge graph construction#retrieval-augmented generation#entity extraction