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Retrieval-augmented Generation

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Showing 2026–2050 of 2196 papers

TitleStatusHype
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender SystemsCode0
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language ModelsCode0
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM GenerationCode0
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented DialogCode0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck ModelsCode0
Efficient Document Retrieval with G-RetrieverCode0
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationCode0
Efficient Aspect-Based Summarization of Climate Change Reports with Small Language ModelsCode0
REVERSUM: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal NarrativesCode0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
A Comparison of Methods for Evaluating Generative IRCode0
Privacy-Enhancing Paradigms within Federated Multi-Agent SystemsCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Privacy-Preserved Neural Graph DatabasesCode0
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video UnderstandingCode0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective OptimizationCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
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