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Retrieval-augmented Generation

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TitleStatusHype
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network OperationsCode4
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality DocumentsCode4
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
When Does Perceptual Alignment Benefit Vision Representations?Code4
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented GenerationCode4
DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world EnvironmentsCode4
Training Sparse Mixture Of Experts Text Embedding ModelsCode4
Retrieval-Augmented Generation for Large Language Models: A SurveyCode4
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
Text2SQL is Not Enough: Unifying AI and Databases with TAGCode4
FinBen: A Holistic Financial Benchmark for Large Language ModelsCode4
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning AgentsCode4
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringCode4
Searching for Best Practices in Retrieval-Augmented GenerationCode3
CRAG -- Comprehensive RAG BenchmarkCode3
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language ModelsCode3
Corrective Retrieval Augmented GenerationCode3
RAGEval: Scenario Specific RAG Evaluation Dataset Generation FrameworkCode3
Retrieval-augmented generation in multilingual settingsCode3
Retrieval Augmented Generation and Understanding in Vision: A Survey and New OutlookCode3
HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge RepresentationCode3
RAKG:Document-level Retrieval Augmented Knowledge Graph ConstructionCode3
Graph Retrieval-Augmented Generation: A SurveyCode3
Hierarchical Lexical Graph for Enhanced Multi-Hop RetrievalCode3
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG SystemsCode3
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented GenerationCode3
syftr: Pareto-Optimal Generative AICode3
From human experts to machines: An LLM supported approach to ontology and knowledge graph constructionCode3
GFM-RAG: Graph Foundation Model for Retrieval Augmented GenerationCode3
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language ModelsCode3
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational PathsCode3
GNN-RAG: Graph Neural Retrieval for Large Language Model ReasoningCode3
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language ProcessingCode3
Beyond Quacking: Deep Integration of Language Models and RAG into DuckDBCode3
OpenResearcher: Unleashing AI for Accelerated Scientific ResearchCode3
BERGEN: A Benchmarking Library for Retrieval-Augmented GenerationCode3
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for MedicineCode3
OmniThink: Expanding Knowledge Boundaries in Machine Writing through ThinkingCode3
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented GenerationCode3
Panza: Design and Analysis of a Fully-Local Personalized Text Writing AssistantCode3
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning AgentCode3
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented GenerationCode3
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop QueriesCode3
GRAG: Graph Retrieval-Augmented GenerationCode3
Multi-Head RAG: Solving Multi-Aspect Problems with LLMsCode3
Parametric Retrieval Augmented GenerationCode3
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language ModelsCode3
A Smart Multimodal Healthcare Copilot with Powerful LLM ReasoningCode3
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical PerceptionCode3
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented GenerationCode3
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