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Retrieval-augmented Generation

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TitleStatusHype
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based TasksCode0
CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation—0
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs—0
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization—0
Investigating Language Preference of Multilingual RAG Systems—0
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot ApplicationsCode1
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation—0
QuOTE: Question-Oriented Text Embeddings—0
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information—0
Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation—0
Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations—0
CiteCheck: Towards Accurate Citation Faithfulness DetectionCode0
LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and RegularizationCode1
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs—0
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation—0
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?—0
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG RoutingCode0
Agentic Verification for Ambiguous Query Disambiguation—0
NeuroXVocal: Detection and Explanation of Alzheimer's Disease through Non-invasive Analysis of Picture-prompted Speech—0
Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA—0
Post-training an LLM for RAG? Train on Self-Generated Demonstrations—0
Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs—0
Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables—0
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Diversity Enhances an LLM's Performance in RAG and Long-context Task—0
KIMAs: A Configurable Knowledge Integrated Multi-Agent System—0
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation—0
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation—0
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented GenerationCode3
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAGCode0
From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework—0
AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions—0
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
Training Sparse Mixture Of Experts Text Embedding ModelsCode4
Graph RAG-Tool FusionCode1
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection—0
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation—0
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning—0
Combining Large Language Models with Static Analyzers for Code Review GenerationCode1
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation LearningCode1
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
AutoAgent: A Fully-Automated and Zero-Code Framework for LLM AgentsCode9
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models—0
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A SurveyCode2
Knowledge Graph-Guided Retrieval Augmented GenerationCode2
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation—0
Agentic Reasoning: Reasoning LLMs with Tools for the Deep ResearchCode0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
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