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Retrieval-augmented Generation

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Showing 801–850 of 2196 papers

TitleStatusHype
On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks—0
A Visual RAG Pipeline for Few-Shot Fine-Grained Product Classification—0
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search—0
ReZero: Enhancing LLM search ability by trying one-more-time—0
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs—0
Towards Automated Safety Requirements Derivation Using Agent-based RAG—0
Timing Analysis Agent: Autonomous Multi-Corner Multi-Mode (MCMM) Timing Debugging with Timing Debug Relation Graph—0
LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation—0
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance—0
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation—0
GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction—0
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning—0
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents—0
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework—0
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation—0
AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis—0
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model—0
DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify—0
XY-Cut++: Advanced Layout Ordering via Hierarchical Mask Mechanism on a Novel BenchmarkCode0
Understanding and Optimizing Multi-Stage AI Inference Pipelines—0
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables—0
ControlNET: A Firewall for RAG-based LLM System—0
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations—0
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR EnvironmentsCode0
Out of Style: RAG's Fragility to Linguistic VariationCode0
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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