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Retrieval-augmented Generation

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Showing 826–850 of 2196 papers

TitleStatusHype
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented GenerationCode0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
PCA-RAG: Principal Component Analysis for Efficient Retrieval-Augmented Generation—0
Adopting Large Language Models to Automated System Integration—0
DRAFT-ing Architectural Design Decisions using LLMsCode0
AI-University: An LLM-based platform for instructional alignment to scientific classroomsCode0
RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation—0
A System for Comprehensive Assessment of RAG FrameworksCode0
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models—0
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections—0
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic ResourcesCode0
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented GenerationCode0
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction—0
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information—0
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization—0
Poly-Vector Retrieval: Reference and Content Embeddings for Legal Documents—0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety—0
Review of Case-Based Reasoning for LLM Agents: Theoretical Foundations, Architectural Components, and Cognitive Integration—0
MicroNN: An On-device Disk-resident Updatable Vector Database—0
Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases—0
Decentralizing AI Memory: SHIMI, a Semantic Hierarchical Memory Index for Scalable Agent Reasoning—0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey—0
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models—0
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph DatabasesCode0
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness—0
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