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Retrieval-augmented Generation

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Showing 1951–2000 of 2196 papers

TitleStatusHype
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical DomainCode0
Annotative IndexingCode0
Retrieval Augmented Generation based Large Language Models for Causality MiningCode0
Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE DatasetCode0
Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design PerspectiveCode0
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented GenerationCode0
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User ControlCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
FaaF: Facts as a Function for the evaluation of generated textCode0
What's In Your Field? Mapping Scientific Research with Knowledge Graphs and Large Language ModelsCode0
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented GenerationCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
Better RAG using Relevant Information GainCode0
LLM Robustness Against Misinformation in Biomedical Question AnsweringCode0
Exploring Retrieval Augmented Generation in ArabicCode0
LLMQuoter: Enhancing RAG Capabilities Through Efficient Quote Extraction From Large ContextsCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Climate Finance BenchCode0
Orchestrator-Agent Trust: A Modular Agentic AI Visual Classification System with Trust-Aware Orchestration and RAG-Based ReasoningCode0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-HaystackCode0
Citegeist: Automated Generation of Related Work Analysis on the arXiv CorpusCode0
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QACode0
SyllabusQA: A Course Logistics Question Answering DatasetCode0
Out of Style: RAG's Fragility to Linguistic VariationCode0
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation FrameworkCode0
LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability AnalysisCode0
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language ModelsCode0
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning ModelsCode0
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented GenerationCode0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
CiteCheck: Towards Accurate Citation Faithfulness DetectionCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent SetupCode0
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and RectificationCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and ScalabilityCode0
Lightweight Relevance Grader in RAGCode0
Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMsCode0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
Retrieval-Augmented Generation with Graphs (GraphRAG)Code0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Towards Lighter and Robust Evaluation for Retrieval Augmented GenerationCode0
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language ModelsCode0
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG IntegrationCode0
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