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Retrieval-augmented Generation

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Showing 101–150 of 2196 papers

TitleStatusHype
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework—0
A Smart Multimodal Healthcare Copilot with Powerful LLM ReasoningCode3
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds—0
CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG—0
ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence PlatformsCode1
MotionRAG-Diff: A Retrieval-Augmented Diffusion Framework for Long-Term Music-to-Dance Generation—0
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation—0
Retrieval-Augmented Generation of Ontologies from Relational Databases—0
A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy—0
A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems—0
Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking—0
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation SystemsCode0
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models—0
Vid2Coach: Transforming How-To Videos into Task Assistants—0
Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems—0
An AI-powered Knowledge Hub for Potato Functional Genomics—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
RealDrive: Retrieval-Augmented Driving with Diffusion Models—0
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving—0
Guiding Generative Storytelling with Knowledge Graphs—0
mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation—0
Multi-RAG: A Multimodal Retrieval-Augmented Generation System for Adaptive Video Understanding—0
Retrieval Augmented Generation based Large Language Models for Causality MiningCode0
Query Routing for Retrieval-Augmented Language Models—0
Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs—0
Sentinel: Attention Probing of Proxy Models for LLM Context Compression with an Understanding PerspectiveCode1
MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment—0
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models—0
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers—0
RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning—0
Learning World Models for Interactive Video Generation—0
RAGPPI: RAG Benchmark for Protein-Protein Interactions in Drug DiscoveryCode0
ValueSim: Generating Backstories to Model Individual Value Systems—0
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context—0
Climate Finance BenchCode0
Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image GenerationCode0
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems—0
Towards Efficient Key-Value Cache Management for Prefix Prefilling in LLM Inference—0
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset AnalysisCode0
What LLMs Miss in Recommendations: Bridging the Gap with Retrieval-Augmented Collaborative Signals—0
Public Discourse Sandbox: Facilitating Human and AI Digital Communication Research—0
AITEE -- Agentic Tutor for Electrical EngineeringCode0
AI-Supported Platform for System Monitoring and Decision-Making in Nuclear Waste Management with Large Language Models—0
Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework—0
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs—0
Project Riley: Multimodal Multi-Agent LLM Collaboration with Emotional Reasoning and Voting—0
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement LearningCode1
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