From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Paper
• 2502.14802 • Published
• 13
RAG
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A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Paper • 2501.13958 • Published • 1 -
RAGAR, Your Falsehood RADAR: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models
Paper • 2404.12065 • Published • 3 -
A Survey on Retrieval-Augmented Text Generation for Large Language Models
Paper • 2404.10981 • Published • 1 -
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking
Paper • 2408.08535 • Published -
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
Paper • 2408.04948 • Published • 1 -
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
Paper • 2502.18965 • Published • 28 -
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
Paper • 2502.20730 • Published • 38 -
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
Paper • 2502.18017 • Published • 21 -
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval
Paper • 2502.20969 • Published • 11 -
Rank1: Test-Time Compute for Reranking in Information Retrieval
Paper • 2502.18418 • Published • 29 -
RAG-Reward: Optimizing RAG with Reward Modeling and RLHF
Paper • 2501.13264 • Published • 2