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Retrieval-augmented Generation

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TitleStatusHype
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach—0
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely—0
Retrieval-Augmented Generation with Estimation of Source Reliability—0
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering—0
Retrieval-augmented in-context learning for multimodal large language models in disease classification—0
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation—0
Retrieval-Augmented Speech Recognition Approach for Domain Challenges—0
Retrieval Augmented Spelling Correction for E-Commerce Applications—0
Retrieval-augmented systems can be dangerous medical communicators—0
Retrieval-Augmented Test Generation: How Far Are We?—0
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines—0
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning—0
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models—0
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach—0
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation—0
Review of Case-Based Reasoning for LLM Agents: Theoretical Foundations, Architectural Components, and Cognitive Integration—0
TestAgent: A Framework for Domain-Adaptive Evaluation of LLMs via Dynamic Benchmark Construction and Exploratory Interaction—0
Revisiting Robust RAG: Do We Still Need Complex Robust Training in the Era of Powerful LLMs?—0
Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition—0
Reward-RAG: Enhancing RAG with Reward Driven Supervision—0
ReZero: Enhancing LLM search ability by trying one-more-time—0
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering—0
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation—0
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance—0
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving—0
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures—0
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model—0
RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation—0
RuAG: Learned-rule-augmented Generation for Large Language Models—0
SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization—0
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression—0
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation—0
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval—0
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues—0
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding—0
SCALM: Detecting Bad Practices in Smart Contracts Through LLMs—0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding—0
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations—0
Scideator: Human-LLM Scientific Idea Generation Grounded in Research-Paper Facet Recombination—0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions—0
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification—0
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives—0
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments—0
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