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Retrieval-augmented Generation

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TitleStatusHype
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency—0
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation—0
Aitomia: Your Intelligent Assistant for AI-Driven Atomistic and Quantum Chemical Simulations—0
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models—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
Towards Requirements Engineering for RAG Systems—0
Benchmarking Retrieval-Augmented Generation for Chemistry—0
GRADA: Graph-based Reranker against Adversarial Documents AttackCode0
MedEIR: A Specialized Medical Embedding Model for Enhanced Information Retrieval—0
KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation—0
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking—0
The Distracting Effect: Understanding Irrelevant Passages in RAG—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
A Grounded Memory System For Smart Personal Assistants—0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding—0
NeoQA: Evidence-based Question Answering with Generated News EventsCode0
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies—0
Lost in OCR Translation? Vision-Based Approaches to Robust Document Retrieval—0
VR-RAG: Open-vocabulary Species Recognition with RAG-Assisted Large Multi-Modal Models—0
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education—0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
Defending against Indirect Prompt Injection by Instruction DetectionCode0
AI Approaches to Qualitative and Quantitative News Analytics on NATO Unity—0
Retrieval Augmented Generation Evaluation for Health Documents—0
LLM-Independent Adaptive RAG: Let the Question Speak for Itself—0
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies—0
A Proposal for Evaluating the Operational Risk for ChatBots based on Large Language Models—0
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights—0
Osiris: A Lightweight Open-Source Hallucination Detection System—0
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes—0
DOTA: Deformable Optimized Transformer Architecture for End-to-End Text Recognition with Retrieval-Augmented Generation—0
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation—0
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces—0
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation—0
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation—0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions—0
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition—0
SymbioticRAG: Enhancing Document Intelligence Through Human-LLM Symbiotic Collaboration—0
A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking—0
Real-time Spatial Retrieval Augmented Generation for Urban Environments—0
Retrieval-augmented in-context learning for multimodal large language models in disease classification—0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code—0
Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models—0
Retrieval-Augmented Generation in Biomedicine: A Survey of Technologies, Datasets, and Clinical Applications—0
Facilitating Video Story Interaction with Multi-Agent Collaborative System—0
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