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Retrieval-augmented Generation

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Showing 51–100 of 2196 papers

TitleStatusHype
Text2SQL is Not Enough: Unifying AI and Databases with TAGCode4
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented GenerationCode4
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative IntelligenceCode4
COS-Mix: Cosine Similarity and Distance Fusion for Improved Information RetrievalCode4
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt OptimizationCode4
Benchmarking Retrieval-Augmented Generation for MedicineCode4
FinBen: A Holistic Financial Benchmark for Large Language ModelsCode4
Generative Representational Instruction TuningCode4
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringCode4
Retrieval-Augmented Generation for Large Language Models: A SurveyCode4
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionCode4
Retrieval-Augmented Generation for Knowledge-Intensive NLP TasksCode4
MMSearch-R1: Incentivizing LMMs to SearchCode3
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented GenerationCode3
Hierarchical Lexical Graph for Enhanced Multi-Hop RetrievalCode3
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented GenerationCode3
A Smart Multimodal Healthcare Copilot with Powerful LLM ReasoningCode3
syftr: Pareto-Optimal Generative AICode3
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language ModelsCode3
Ai2 Scholar QA: Organized Literature Synthesis with AttributionCode3
RAKG:Document-level Retrieval Augmented Knowledge Graph ConstructionCode3
Beyond Quacking: Deep Integration of Language Models and RAG into DuckDBCode3
HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge RepresentationCode3
Retrieval Augmented Generation and Understanding in Vision: A Survey and New OutlookCode3
MDocAgent: A Multi-Modal Multi-Agent Framework for Document UnderstandingCode3
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation SystemCode3
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational PathsCode3
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented GenerationCode3
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare CopilotCode3
GFM-RAG: Graph Foundation Model for Retrieval Augmented GenerationCode3
Parametric Retrieval Augmented GenerationCode3
OmniThink: Expanding Knowledge Boundaries in Machine Writing through ThinkingCode3
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language ModelsCode3
Video-RAG: Visually-aligned Retrieval-Augmented Long Video ComprehensionCode3
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning AgentCode3
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG SystemsCode3
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language ModelsCode3
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical PerceptionCode3
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented GenerationCode3
LRP4RAG: Detecting Hallucinations in Retrieval-Augmented Generation via Layer-wise Relevance PropagationCode3
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented GenerationCode3
Graph Retrieval-Augmented Generation: A SurveyCode3
OpenResearcher: Unleashing AI for Accelerated Scientific ResearchCode3
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for MedicineCode3
RAGEval: Scenario Specific RAG Evaluation Dataset Generation FrameworkCode3
TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSONCode3
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge BasesCode3
Retrieval-augmented generation in multilingual settingsCode3
Searching for Best Practices in Retrieval-Augmented GenerationCode3
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