AI Wiki — Knowledge Base

Tool-calling retrieval versus vector RAG for a small Greek--English knowledge base: accuracy and robustness to how users type Greek

arXiv:2610.08205v1 Announce Type: cross Abstract: Assistants grounded in a small, frequently edited knowledge base can retrieve through tool calls to a live data interface or through vector retrieval-

model-releasesarxiv-cs-ai

7 Oct 2026

Search: “knowledge-graph”

Role Support in Knowledge-Graph Error Ranking: Predictor Regimes and Evaluation Policies

When Thinking Before Retrieval Hurts: TraceBound Diagnostics for Adaptive Knowledge-Graph Retrieval

FuseSampleAgg: One-Pass Neighborhood Estimation for Budgeted Knowledge-Graph Refresh and Validation

Peak-Then-Collapse and the Four Interface Channels of Knowledge-Graph Tool Use

Neuro-Symbolic Meta-Policies for Temporal Knowledge-Graph Memory under Partial Observability

Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning

MKGR: Multimodal Knowledge-Graph Representation Learning for Cold-Start Protein-Protein Interaction Prediction

Knowledge-Graph Grounding Helps LLMs Only for Out-of-Training Knowledge: A Controlled Study on Clinical Question Answering

Knowledge-Graph Based Augmentation versus Retrieval Augmented Generation for Cultural-Related Question Answering

Towards Researcher Agents for Knowledge-Graph Question Answering

KG-SoftMAP: Soft Knowledge-Graph Priors for Bayesian Network Structure Learning from Sparse Discrete Data

The Violation Situation Pattern: A Knowledge-Graph Pattern for Compliance Violations

Enhancing Metacognitive AI: Knowledge-Graph Population with Graph-Theoretic LLM Enrichment

Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection

Zep

Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning

Ranked by the Matcher: A Reproducibility Audit of Knowledge Graph Extraction from Threat Reports

Quipu: A Governed Bitemporal Knowledge Graph Store

Repeated Shared Access Enables Grokking, but Edit Propagation Depends on a Fine-Grained Addressable Memory

Bounded Path Context: A Controlled Study of Visible Path History in LLM-Based Knowledge Graph Question Answering

AuthTrace: Diagnosing Evidence Construction in Thematically Dense Single-Author Corpora

CHRONOS: Temporally-Aware Multi-Agent Coordination for Evolving Data Marketplaces

When Does Structured Knowledge Help Neural Theorem Proving?

FundaPod: A Multi-Persona Agent Pod Platform with Knowledge Graph Memory for AI-Assisted Fundamental Investment Research

DRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?

Tool-calling retrieval versus vector RAG for a small Greek--English knowledge base: accuracy and robustness to how users type Greek

ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction

To Learn is to Wander: Learning Across Graphs and Tasks with Random Walks

Neural Structural Reasoner: A Brain-inspired Architecture for Reasoning over Structured Knowledge

Beyond the Training Horizon: Mechanisms and Limits of Length Generalization in Looped Transformers

Quanta: A Self-Contained Python Library for Hybrid Retrieval over Quantised Embeddings, Lexical Indexes, and Knowledge Graphs

Natural Language Knowledge Graph Query Execution: Leveraging Controlled Semantics in the LLM Context Window

Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking

The Answer Path and the Grounding Instruction in LLM Question Answering over Knowledge Graphs

Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation

A Mathematical Framework for Legacy, Governance, and Decision Integrity in Enterprise AI

ExpArt-KG: Artwork Image Description Generation through Iterative Exploration of Knowledge Graphs

SNAP-KG: Streaming Node Assignment via Projection for Knowledge Graph Entity Integration

GeoRisk-RAG: A Hierarchy-Aware Risk Framework for Improving RAG Reliability through Selective Answering

MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation

LLM Enhancement with Domain Expert Mental Model to Reduce LLM Hallucination with Causal Prompt Engineering

GraphLoom: Reliability-Calibrated Graph Evidence Routing for Multimodal KG-RAG

Grounding Healthcare LLMs in a Causal Knowledge Graph: Framework, Metrics, and a Cardiovascular Pilot

LUNG-KGMM: Knowledge-Guided Multimodal Learning for Lung Cancer Incidence Prediction

The Authority Resolution Framework: A Five-Domain Ontology for Governing Who and What Decides, at Scale

Decoding Student Minds: Leveraging Conversational Agents for Psychological and Learning Analysis

EGRL: Edge generation-guided relation-aware learning for RNA-protein interaction prediction