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Retrieval-augmented Generation

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Showing 551–575 of 2196 papers

TitleStatusHype
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
Through the Stealth Lens: Rethinking Attacks and Defenses in RAGCode0
GEM: Empowering LLM for both Embedding Generation and Language Understanding—0
CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG—0
MotionRAG-Diff: A Retrieval-Augmented Diffusion Framework for Long-Term Music-to-Dance Generation—0
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework—0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds—0
Retrieval-Augmented Generation of Ontologies from Relational Databases—0
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation—0
A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy—0
Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking—0
A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems—0
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation SystemsCode0
Vid2Coach: Transforming How-To Videos into Task Assistants—0
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models—0
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning—0
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented GenerationCode0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving—0
Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems—0
An AI-powered Knowledge Hub for Potato Functional Genomics—0
Guiding Generative Storytelling with Knowledge Graphs—0
RealDrive: Retrieval-Augmented Driving with Diffusion Models—0
mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation—0
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