Leiden community detection
PulseAugur coverage of Leiden community detection — every cluster mentioning Leiden community detection across labs, papers, and developer communities, ranked by signal.
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New RAGU engine uses compact LLM for improved GraphRAG performance
Researchers have introduced RAGU, an open-source engine designed to improve Graph Retrieval-Augmented Generation (GraphRAG) by employing a multi-step process for knowledge graph construction. Unlike single-pass systems,…
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New method segments 4D Gaussian scenes without external masks
Researchers have developed Intrinsic-GS, a novel method for segmenting dynamic 4D Gaussian Splatting scenes without relying on external 2D masks or learned features. This approach constructs an affinity graph from intri…
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Microsoft's GraphRAG builds knowledge graphs for LLM corpus analysis
A new approach called GraphRAG, developed by Microsoft Research, aims to improve upon traditional vector retrieval methods for large language models. While vector RAG excels at finding specific passages, it struggles wi…