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Retrieval-augmented Generation

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TitleStatusHype
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache—0
Explain What You Mean: Intent Augmented Knowledge Graph Recommender Built With An LLM—0
Enhancing Low-Resource Minority Language Translation with LLMs and Retrieval-Augmented Generation for Cultural Nuances—0
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented GenerationCode1
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems—0
Hierarchical Document Refinement for Long-context Retrieval-augmented GenerationCode1
Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs—0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning—0
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
XRAG: Cross-lingual Retrieval-Augmented Generation—0
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphCode0
The Impact of Large Language Models on Task Automation in Manufacturing Services—0
TARGET: Benchmarking Table Retrieval for Generative Tasks—0
Towards Automated Situation Awareness: A RAG-Based Framework for Peacebuilding Reports—0
Do Large Language Models Know Conflict? Investigating Parametric vs. Non-Parametric Knowledge of LLMs for Conflict Forecasting—0
A Multimodal Multi-Agent Framework for Radiology Report Generation—0
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information ForagingCode0
Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification—0
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation—0
TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching—0
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency—0
Enhancing Thyroid Cytology Diagnosis with RAG-Optimized LLMs and Pa-thology Foundation Models—0
Hakim: Farsi Text Embedding Model—0
WixQA: A Multi-Dataset Benchmark for Enterprise Retrieval-Augmented Generation—0
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation—0
Securing RAG: A Risk Assessment and Mitigation Framework—0
Aitomia: Your Intelligent Assistant for AI-Driven Atomistic and Quantum Chemical Simulations—0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
MedEIR: A Specialized Medical Embedding Model for Enhanced Information Retrieval—0
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models—0
KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation—0
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis—0
SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion—0
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented GenerationCode1
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented GenerationCode2
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
Benchmarking Retrieval-Augmented Generation for Chemistry—0
Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search AgentCode2
OnPrem.LLM: A Privacy-Conscious Document Intelligence ToolkitCode4
Towards Requirements Engineering for RAG Systems—0
Chronocept: Instilling a Sense of Time in MachinesCode1
The Distracting Effect: Understanding Irrelevant Passages in RAG—0
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking—0
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence—0
ThreatLens: LLM-guided Threat Modeling and Test Plan Generation for Hardware Security Verification—0
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval—0
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAGCode1
A Grounded Memory System For Smart Personal Assistants—0
NeoQA: Evidence-based Question Answering with Generated News EventsCode0
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