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VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science
Arxiv
0+阅读 · 6月8日
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
Arxiv
0+阅读 · 5月27日
MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
Arxiv
0+阅读 · 5月30日
OMD-GraphRAG: Enhancing GraphRAG with Ontology-Guided Extraction, Multi-Dimensional Clustering and Dual-Channel Fusion
Arxiv
0+阅读 · 5月26日
UnWeaving the knots of GraphRAG -- turns out VectorRAG is almost enough
Arxiv
0+阅读 · 6月8日
From Node2Vec to GPT-based GraphRAG: scientific impact prediction across graph and language models
Arxiv
0+阅读 · 5月18日
GraphRAG on Consumer Hardware: Benchmarking Local LLMs for Healthcare EHR Schema Retrieval
Arxiv
0+阅读 · 5月20日
Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG
Arxiv
0+阅读 · 5月14日
Toward Robust GraphRAG: Mitigating Retrieval Drift and Hallucination from Imperfect Knowledge Graphs
Arxiv
0+阅读 · 5月19日
RLM-on-KG: Heuristics First, LLMs When Needed: Adaptive Retrieval Control over Mention Graphs for Scattered Evidence
Arxiv
0+阅读 · 4月18日
GraphRAG-IRL: Personalized Recommendation with Graph-Grounded Inverse Reinforcement Learning and LLM Re-ranking
Arxiv
0+阅读 · 4月21日
XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation
Arxiv
0+阅读 · 4月27日
UniAI-GraphRAG: Synergizing Ontology-Guided Extraction, Multi-Dimensional Clustering, and Dual-Channel Fusion for Robust Multi-Hop Reasoning
Arxiv
0+阅读 · 3月31日
UniAI-GraphRAG: Synergizing Ontology-Guided Extraction, Multi-Dimensional Clustering, and Dual-Channel Fusion for Robust Multi-Hop Reasoning
Arxiv
0+阅读 · 3月26日
UnWeaving the knots of GraphRAG -- turns out VectorRAG is almost enough
Arxiv
0+阅读 · 4月7日
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