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Retrieval-augmented Generation

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TitleStatusHype
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-BasesCode1
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-GenerationCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision TraceabilityCode1
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and DevelopmentCode1
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented GenerationCode1
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs ResponsesCode1
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial TrainingCode1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMsCode1
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQLCode1
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological TextCode1
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented GenerationCode1
Docopilot: Improving Multimodal Models for Document-Level UnderstandingCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Trustworthiness in Retrieval-Augmented Generation Systems: A SurveyCode1
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageCode1
Tuning LLMs by RAG Principles: Towards LLM-native MemoryCode1
ECoRAG: Evidentiality-guided Compression for Long Context RAGCode1
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation SystemCode1
Knowing When to Ask -- Bridging Large Language Models and Data—0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—0
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation—0
A Grounded Memory System For Smart Personal Assistants—0
How Does Knowledge Selection Help Retrieval Augmented Generation?—0
A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy—0
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG—0
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems—0
A Survey on Retrieval-Augmented Text Generation for Large Language Models—0
Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform—0
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency—0
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG—0
Control Token with Dense Passage Retrieval—0
ControlNET: A Firewall for RAG-based LLM System—0
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models—0
Dialogic Pedagogy for Large Language Models: Aligning Conversational AI with Proven Theories of Learning—0
A Survey on Knowledge-Oriented Retrieval-Augmented Generation—0
Controlled Retrieval-augmented Context Evaluation for Long-form RAG—0
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings—0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation—0
A Survey on Retrieval-Augmented Text Generation—0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation—0
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation—0
CoRAG: Collaborative Retrieval-Augmented Generation—0
A Survey of Query Optimization in Large Language Models—0
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation—0
A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation—0
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