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Retrieval-augmented Generation

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TitleStatusHype
GEM: Empowering LLM for both Embedding Generation and Language Understanding—0
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
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG—0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds—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 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
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
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented GenerationCode0
RealDrive: Retrieval-Augmented Driving with Diffusion Models—0
Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems—0
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving—0
An AI-powered Knowledge Hub for Potato Functional Genomics—0
Guiding Generative Storytelling with Knowledge Graphs—0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning—0
Retrieval Augmented Generation based Large Language Models for Causality MiningCode0
MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment—0
Multi-RAG: A Multimodal Retrieval-Augmented Generation System for Adaptive Video Understanding—0
Query Routing for Retrieval-Augmented Language Models—0
Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs—0
mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation—0
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models—0
Learning World Models for Interactive Video Generation—0
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems—0
RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning—0
RAGPPI: RAG Benchmark for Protein-Protein Interactions in Drug DiscoveryCode0
Climate Finance BenchCode0
ValueSim: Generating Backstories to Model Individual Value Systems—0
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers—0
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context—0
Towards Efficient Key-Value Cache Management for Prefix Prefilling in LLM Inference—0
Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image GenerationCode0
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset AnalysisCode0
Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework—0
Public Discourse Sandbox: Facilitating Human and AI Digital Communication Research—0
What LLMs Miss in Recommendations: Bridging the Gap with Retrieval-Augmented Collaborative Signals—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
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer—0
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning—0
It's High Time: A Survey of Temporal Information Retrieval and Question Answering—0
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