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Retrieval-augmented Generation

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TitleStatusHype
ReZero: Enhancing LLM search ability by trying one-more-time—0
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search—0
Towards Automated Safety Requirements Derivation Using Agent-based RAG—0
Ai2 Scholar QA: Organized Literature Synthesis with AttributionCode3
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance—0
RAKG:Document-level Retrieval Augmented Knowledge Graph ConstructionCode3
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents—0
DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify—0
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework—0
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model—0
XY-Cut++: Advanced Layout Ordering via Hierarchical Mask Mechanism on a Novel BenchmarkCode0
AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis—0
A Survey of Personalization: From RAG to AgentCode2
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning—0
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation—0
GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction—0
Understanding and Optimizing Multi-Stage AI Inference Pipelines—0
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables—0
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented GenerationCode2
ControlNET: A Firewall for RAG-based LLM System—0
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations—0
Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End SystemCode1
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented GenerationCode0
RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation—0
DRAFT-ing Architectural Design Decisions using LLMsCode0
Adopting Large Language Models to Automated System Integration—0
Out of Style: RAG's Fragility to Linguistic VariationCode0
AI-University: An LLM-based platform for instructional alignment to scientific classroomsCode0
PCA-RAG: Principal Component Analysis for Efficient Retrieval-Augmented Generation—0
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR EnvironmentsCode0
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections—0
A System for Comprehensive Assessment of RAG FrameworksCode0
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented GenerationCode0
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight DiscoveryCode1
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document RerankingCode2
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models—0
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic ResourcesCode0
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information—0
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction—0
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented GenerationCode1
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
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey—0
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text GenerationCode1
Decentralizing AI Memory: SHIMI, a Semantic Hierarchical Memory Index for Scalable Agent Reasoning—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
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