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Retrieval-augmented Generation

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TitleStatusHype
BERGEN: A Benchmarking Library for Retrieval-Augmented GenerationCode3
Panza: Design and Analysis of a Fully-Local Personalized Text Writing AssistantCode3
CRAG -- Comprehensive RAG BenchmarkCode3
Multi-Head RAG: Solving Multi-Aspect Problems with LLMsCode3
GNN-RAG: Graph Neural Retrieval for Large Language Model ReasoningCode3
GRAG: Graph Retrieval-Augmented GenerationCode3
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language ProcessingCode3
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain FrameworkCode3
From human experts to machines: An LLM supported approach to ontology and knowledge graph constructionCode3
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language ModelsCode3
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language ModelsCode3
Corrective Retrieval Augmented GenerationCode3
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop QueriesCode3
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing CorporaCode2
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax TreeCode2
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document ReasoningCode2
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation SystemsCode2
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented GenerationCode2
Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search AgentCode2
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and GranularitiesCode2
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive SurveyCode2
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language ModelsCode2
A Survey of Personalization: From RAG to AgentCode2
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented GenerationCode2
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document RerankingCode2
LARGE: Legal Retrieval Augmented Generation Evaluation ToolCode2
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology AlignmentCode2
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree SearchCode2
RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on GraphsCode2
Datrics Text2SQL. A Framework for Natural Language to SQL Query GenerationCode2
Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAGCode2
Qilin: A Multimodal Information Retrieval Dataset with APP-level User SessionsCode2
OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language ModelsCode2
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented SearchersCode2
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-ThoughtsCode2
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLMCode2
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM GenerationCode2
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A SurveyCode2
Knowledge Graph-Guided Retrieval Augmented GenerationCode2
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language ModelCode2
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement LearningCode2
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
Reasoning Language Models: A BlueprintCode2
Enhancing Retrieval-Augmented Generation: A Study of Best PracticesCode2
VideoRAG: Retrieval-Augmented Generation over Video CorpusCode2
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation SystemsCode2
LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language ModelsCode2
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding ModelCode2
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