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Retrieval-augmented Generation

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Showing 201–225 of 2196 papers

TitleStatusHype
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized RationalesCode2
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision MakersCode2
RS-Agent: Automating Remote Sensing Tasks through Intelligent AgentCode2
CtrlA: Adaptive Retrieval-Augmented Generation via Inherent ControlCode2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One TokenCode2
Evaluation of Retrieval-Augmented Generation: A SurveyCode2
Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for TelecommunicationsCode2
Retrieval-Augmented Generation-based Relation ExtractionCode2
Superposition Prompting: Improving and Accelerating Retrieval-Augmented GenerationCode2
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph ConstructionCode2
ARAGOG: Advanced RAG Output GradingCode2
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based RetrieversCode2
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language ModelsCode2
RAGGED: Towards Informed Design of Retrieval Augmented Generation SystemsCode2
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-FeedbackCode2
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented GenerationCode2
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question AnsweringCode2
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)Code2
ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented AgentsCode2
EVOR: Evolving Retrieval for Code GenerationCode2
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity KnowledgeCode2
LitLLM: A Toolkit for Scientific Literature ReviewCode2
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and DistillationCode2
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