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Retrieval-augmented Generation

Papers

Showing 11261150 of 2196 papers

TitleStatusHype
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection0
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning0
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation0
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models0
Agentic Reasoning: Reasoning LLMs with Tools for the Deep ResearchCode0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture0
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation0
Experiments with Large Language Models on Retrieval-Augmented Generation for Closed-Source Simulation Software0
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System0
MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction0
Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation0
SCALM: Detecting Bad Practices in Smart Contracts Through LLMs0
Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation0
MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving0
Personalization Toolkit: Training Free Personalization of Large Vision Language Models0
LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations0
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models0
Al-Khwarizmi: Discovering Physical Laws with Foundation Models0
Knowledge Synthesis of Photosynthesis Research Using a Large Language Model0
Position: Towards a Responsible LLM-empowered Multi-Agent Systems0
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models0
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