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Retrieval-augmented Generation

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TitleStatusHype
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation ServingCode1
Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0Code1
Benchmarking Multimodal Knowledge Conflict for Large Multimodal ModelsCode1
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal SynthesisCode1
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based SearchCode1
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval DefectsCode1
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented GenerationCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language ModelsCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
Evaluating Very Long-Term Conversational Memory of LLM AgentsCode1
Retrieval-Augmented Generation with Conflicting EvidenceCode1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMsCode1
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial TrainingCode1
Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-BasesCode1
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and EvaluationCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
RMIT-ADM+S at the SIGIR 2025 LiveRAG ChallengeCode1
RNNs are not Transformers (Yet): The Key Bottleneck on In-context RetrievalCode1
End-to-End Learning of Flowchart Grounded Task-Oriented DialogsCode1
Retrieval-Augmented Generation for Code Summarization via Hybrid GNNCode1
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language ModelsCode1
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented GenerationCode1
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological TextCode1
ECoRAG: Evidentiality-guided Compression for Long Context RAGCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQLCode1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision TraceabilityCode1
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageCode1
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