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Retrieval-augmented Generation

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TitleStatusHype
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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