🕸️ Knowledge Graphs - hop1.ng.1357 · Scour

A Survey of Multi-Agent Deep Reinforcement Learning with Graph Neural Network-Based Communication ♟️Game Theory

Negative Ontology of True Target for Machine Learning: Towards Evaluation and Learning under Democratic Supervision ⚙️MLOps

SEMA-SQL: Beyond Traditional Relational Querying with Large Language Models 🔍Information Retrieval

arxiv.org·2d·Hacker News

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

VeriLLMed: Interactive Visual Debugging of Medical Large Language Models with Knowledge Graphs ⚙️MLOps

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval 🔍Information Retrieval

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

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

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

Layer Embedding Deep Fusion Graph Neural Network 🔢BitNet

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

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

It's Time to Standardize RDF Messages 🗂️Information Architecture

PathMoG: A Pathway-Centric Modular Graph Neural Network for Multi-Omics Survival Prediction 🧠Machine Learning

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

R$^3$AG: Retriever Routing for Retrieval-Augmented Generation 📚RAG

Reducing Redundancy in Retrieval-Augmented Generation through Chunk Filtering 📚RAG

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

Domain Fine-Tuning vs. Retrieval-Augmented Generation for Medical Multiple-Choice Question Answering: A Controlled Comparison at the 4B-Parameter Scale 📚RAG

GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion ⚗️Knowledge Distillation

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