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Retrieval-augmented Generation

Papers

Showing 326350 of 2196 papers

TitleStatusHype
How well do LLMs cite relevant medical references? An evaluation framework and analysesCode1
Graph Neural Prompting with Large Language ModelsCode1
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM ReasoningCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question AnsweringCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Graph RAG-Tool FusionCode1
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningCode1
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language ModelsCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge TracingCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Block-Attention for Efficient RAGCode1
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented GenerationCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal SystemCode1
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text ClassificationCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal SynthesisCode1
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