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Retrieval-augmented Generation

Papers

Showing 351375 of 2196 papers

TitleStatusHype
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted MetadataCode1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for RetrievalCode1
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
Evaluating Very Long-Term Conversational Memory of LLM AgentsCode1
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning AttacksCode1
Docopilot: Improving Multimodal Models for Document-Level UnderstandingCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMsCode1
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented GenerationCode1
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question AnsweringCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-TuningCode1
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human MotionCode1
Benchmarking Multimodal Knowledge Conflict for Large Multimodal ModelsCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet'Code1
A Platform for the Biomedical Application of Large Language ModelsCode1
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
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