Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering
Paper • 2412.20927 • Published • 1
RAG+LLM
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BioRAG: A RAG-LLM Framework for Biological Question Reasoning
Paper • 2408.01107 • Published -
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report
Paper • 2410.15944 • Published -
Tuning LLMs by RAG Principles: Towards LLM-native Memory
Paper • 2503.16071 • Published -
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation
Paper • 2504.08758 • Published • 3 -
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems
Paper • 2502.18635 • Published -
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation
Paper • 2506.21384 • Published • 1 -
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
Paper • 2504.13534 • Published • 2 -
Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation
Paper • 2504.02411 • Published -
Graph Retrieval-Augmented Generation: A Survey
Paper • 2408.08921 • Published • 4 -
Benchmarking Large Language Models in Retrieval-Augmented Generation
Paper • 2309.01431 • Published • 1 -
Meta Knowledge for Retrieval Augmented Large Language Models
Paper • 2408.09017 • Published -
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation
Paper • 2505.03275 • Published • 9 -
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets
Paper • 2504.20119 • Published • 3 -
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation
Paper • 2408.02545 • Published • 40 -
RAGAS: Automated Evaluation of Retrieval Augmented Generation
Paper • 2309.15217 • Published • 4 -
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models
Paper • 2411.00294 • Published -
Introducing Super RAGs in Mistral 8x7B-v1
Paper • 2404.08940 • Published • 2 -
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata
Paper • 2406.13213 • Published • 1