retrieval-augmented-generation

Documents about retrieval-augmented-generation

• Beyond Raw Context Transfer: Representation-based Federated Retrieval-Augmented Generation#1036845arXiv (All)
• RCL: A Retrieval-Confidence Layer for Detecting Insufficient Context in Enterprise Retrieval-Augmented Code Generation#998591arXiv (All)
• Retrieval-Augmented Language Models for Clinical Decision Support in the Classification of Inborn Errors of Immunity#280522HAL (France)
• Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation#19071arXiv CS
• One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems#128388arXiv (OAI)
• CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs#131291arXiv (OAI)
• CacheRAG: A Semantic Caching System for Retrieval-Augmented Generation in Knowledge Graph Question Answering#155437arXiv CS
• ChatTogoVar: a TogoVar-based retrieval-augmented generation system for precise genomic variant interpretation.#220993NCBI PubMed Central
• CONTRACTSENSE AI: AN INTELLIGENT LEGAL DOCUMENT ANALYSIS SYSTEM USING RETRIEVAL-AUGMENTED GENERATION#264355Zenodo (CERN)
• Towards the Automated Assessment of Cybersecurity Exercises Using Retrieval-Augmented Generation and LLMs#268882IRIS
• Is External Database Protection Static in Retrieval-Augmented Generation? Rethinking Privacy Preservation under Dynamic Queries#373328arXiv CS
• TriShieldRAG: A Three-Ring Defense-in-Depth Framework Against Knowledge Corruption in Retrieval-Augmented Generation#405556arXiv CS
• When Context Misleads: Intent-Guided Decoding for Robust Retrieval-Augmented Generation#622827arXiv (OAI Expanded)
• When Context Misleads: Intent-Guided Decoding for Robust Retrieval-Augmented Generation#625100arXiv (All)
• Supplementary materials#652479Figshare
• A Generative AI-Based Construction Safety Assistant Using Retrieval-Augmented Generation#675156Digital Commons @ Michigan Tech
• neural-bridge/rag-dataset-12000#786906Hugging Face Datasets
• MIRAGE: Misleading Retrieval-Augmented Generation via Black-box and Query-agnostic Poisoning Attacks#797275arXiv (OAI Expanded)
• MIRAGE: Misleading Retrieval-Augmented Generation via Black-box and Query-agnostic Poisoning Attacks#798689arXiv (All)
• PRO-Step: Step-level Process Reward Optimization for Retrieval-Augmented Generation#822095arXiv (All)
• Training-Free Refusal of MCP Exploits via Retrieval-Augmented Generation#1036698arXiv (All)
• Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation#809167arXiv (OAI Expanded)
• Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation#819159arXiv (All)
• From Detection to Response: A Deep Learning and Retrieval-Augmented Generation Framework for Network Intrusion Mitigation#200390arXiv CS
• mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA#617280arXiv (OAI Expanded)
• mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA#617780arXiv (All)
• Merging Cyber Threat Intelligence Through Retrieval-Augmented Generation and Small Language Models for Rich Threat Representation#667933arXiv CS
• KidnapRAG: A Black-Box Attack for Hijacking Reasoning in Agentic Retrieval-Augmented Generation Systems#682742arXiv (OAI Expanded)
• KidnapRAG: A Black-Box Attack for Hijacking Reasoning in Agentic Retrieval-Augmented Generation Systems#684517arXiv (All)
• Vis-Poison: Poisoning Visual Knowledge in Multimodal Retrieval-Augmented Generation#783627arXiv (OAI Expanded)
• Vis-Poison: Poisoning Visual Knowledge in Multimodal Retrieval-Augmented Generation#785218arXiv (All)
• PAGE-RAG: Provenance-Aware Graph Evidence Promotion for Fixed-Budget Multi-hop Retrieval-Augmented Generation#796970arXiv (OAI Expanded)
• PAGE-RAG: Provenance-Aware Graph Evidence Promotion for Fixed-Budget Multi-hop Retrieval-Augmented Generation#798383arXiv (All)
• Faithfulness Is Not Free: Auditing Offline KV-Cache Quantization in Retrieval-Augmented Generation#809041arXiv (OAI Expanded)
• Faithfulness Is Not Free: Auditing Offline KV-Cache Quantization in Retrieval-Augmented Generation#819033arXiv (All)
• UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities#821696arXiv (All)
• Hybrid Retrieval-Augmented Generation with Knowledge Graph Expansion, RRF Fusion, and Per-Chunk Grounded Evaluation for Enterprise Document Search#822058arXiv (All)
• Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation#1013426arXiv (All)
• Target-aware molecule SMILES generation using a large language model with retrieval-augmented generation, multi-turn memory, and a predictive model.#244234NCBI PubMed Central
• Replication Package: Automated Issue Report Classification with Retrieval-Augmented Prompting and Fine-Tuning#197983Figshare
• RAG-Reflect: Agentic Retrieval-Augmented Generation with Reflections for Comment-Driven Code Maintenance on Stack Overflow#134623arXiv CS
• Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain#267687arXiv CS
• Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems#306964arXiv CS
• Mitigating Errors in LLM-Generated Web API Invocations via Retrieval-Augmented Generation and Constrained Decoding#346526arXiv CS
• Earthquaker-AI: A Retrieval-Augmented Generation Framework with Rubric-Based Assessment for Primary School Earthquake Education#370360arXiv CS
• A Retrieval-Augmented Generation Platform for Construction Education: Development and User Study#675153Digital Commons @ Michigan Tech
• Evaluating Retrieval-Augmented Generation vs. Long-Context Input for Clinical Reasoning over EHRs#925804arXiv (All)
• Scientific Image Quality Assessment via Multi-modal Retrieval-Augmented Generation#1014224arXiv (All)
• Knowledge-Graph Based Augmentation versus Retrieval Augmented Generation for Cultural-Related Question Answering#1035623arXiv (All)
• Edge-Based Agentic Retrieval-Augmented Generation for Autonomous FHWA Bridge Inspection Compliance#656815arXiv (OAI Expanded)