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Retrieval-augmented Generation

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TitleStatusHype
Unveiling the Potential of Multimodal Retrieval Augmented Generation with Planning—0
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles—0
An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence SynthesisCode0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval—0
Federated Retrieval Augmented Generation for Multi-Product Question Answering—0
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement LearningCode2
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo FilterCode1
Advanced Real-Time Fraud Detection Using RAG-Based LLMs—0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics—0
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
Chain-of-Retrieval Augmented Generation—0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
GraphRAG under Fire—0
StreamingRAG: Real-time Contextual Retrieval and Generation Framework—0
A RAG-Based Institutional Assistant—0
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
Data Science Students Perspectives on Learning Analytics: An Application of Human-Led and LLM Content Analysis—0
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home—0
RAG-Reward: Optimizing RAG with Reward Modeling and RLHF—0
Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana—0
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language ModelsCode7
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class ImbalanceCode0
TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation—0
Zep: A Temporal Knowledge Graph Architecture for Agent MemoryCode12
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender SystemsCode0
Reasoning Language Models: A BlueprintCode2
Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation—0
PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented GenerationCode7
RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News ArticlesCode0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems—0
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments—0
4bit-Quantization in Vector-Embedding for RAGCode0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs—0
Passage Segmentation of Documents for Extractive Question Answering—0
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsCode0
AirRAG: Activating Intrinsic Reasoning for Retrieval Augmented Generation via Tree-based Search—0
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems—0
To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation—0
OmniThink: Expanding Knowledge Boundaries in Machine Writing through ThinkingCode3
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Leveraging LLM Agents for Translating Network Configurations—0
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAGCode5
SteLLA: A Structured Grading System Using LLMs with RAG—0
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