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Retrieval-augmented Generation

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Showing 151–175 of 2196 papers

TitleStatusHype
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document RerankingCode2
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph ConstructionCode2
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge GraphsCode2
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial ApplicationsCode2
Language Model Powered Digital Biology with BRADCode2
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based RetrieversCode2
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringCode2
OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language ModelsCode2
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QACode2
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax TreeCode2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and DistillationCode2
Biomedical knowledge graph-optimized prompt generation for large language modelsCode2
LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal DomainCode2
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language ModelsCode2
Learning to Filter Context for Retrieval-Augmented GenerationCode2
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
LARGE: Legal Retrieval Augmented Generation Evaluation ToolCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language ModelsCode2
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented SearchersCode2
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