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Retrieval-augmented Generation

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Showing 1976–2000 of 2196 papers

TitleStatusHype
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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