Technology ❯ Artificial Intelligence ❯ Machine Learning ❯ Natural Language Processing

Retrieval-Augmented Generation

RAG Research Enters Next Phase With Hybrid Retrieval, Dynamic Graphs, and Context Valuation

Most results arrive as fresh arXiv preprints with benchmark gains plus limited code releases.

New Paper Proposes First Formal Threat Model for RAG Security

LLM-Agent Research Coalesces Around Generalizability, RLVR, and Grounded Retrieval

Adversarial Prompt Attack Puts RAG on Alert as Practitioners Tighten Defenses

New HANRAG Preprint Targets Multi‑hop Noise as RAG Guides Proliferate

New RAG Preprints Propose Retrieval, Reasoning, and Graph Methods to Curb Hallucinations

Local RAG Moves Into Practice With Ollama Guides as Analysts Detail Production Risks

September Research Blitz Reveals LLM Vulnerabilities and Rolls Out Real-World Benchmarks

EASI‑RAG Method Debuts to Speed RAG Deployments in Industrial SMEs

ReFactX Proposes Retriever‑Free Grounding as Travel Study Benchmarks RAG Strategies