🕸️ Knowledge Graphs - ghosh.debasish · Scour

CyberCane: Neuro-Symbolic RAG for Privacy-Preserving Phishing Detection with Formal Ontology Reasoning 📜Constitutional AI

It's Time to Standardize RDF Messages 🧮Denotational Semantics

S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA 📚RAG

Layer Embedding Deep Fusion Graph Neural Network 🕸️Graph Theory

My RAG Pipeline Was 84% Confident 📚RAG

github.com·5d·DEV

RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion 📚RAG

STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation 📚RAG

MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG 📚RAG

XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation 📚RAG

AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation 📚RAG

Doubly unfolded adjacency spectral embedding of dynamic multiplex graphs 🗄️Vector Databases

VeriLLMed: Interactive Visual Debugging of Medical Large Language Models with Knowledge Graphs 🧠LLMs

KGiRAG: An Iterative GraphRAG Approach for Responding Sensemaking Queries 📚RAG

CroSearch-R1: Better Leveraging Cross-lingual Knowledge for Retrieval-Augmented Generation 📚RAG

GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion 🧠LLMs

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval 📚RAG

Faithfulness-QA: A Counterfactual Entity Substitution Dataset for Training Context-Faithful RAG Models 📚RAG

How Large Language Models Balance Internal Knowledge with User and Document Assertions 🧠LLMs

GRISP: Guided Recurrent IRI Selection over SPARQL Skeletons 📚RAG

FixV2W: Correcting Invalid CVE-CWE Mappings with Knowledge Graph Embeddings 🧪Property-based Testing

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