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Retrieval-augmented Generation

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Showing 1051–1100 of 2196 papers

TitleStatusHype
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation—0
OG-RAG: Ontology-Grounded Retrieval-Augmented Generation For Large Language Models—0
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies—0
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation—0
Federated In-Context LLM Agent Learning—0
Ontology-Aware RAG for Improved Question-Answering in Cybersecurity Education—0
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
Granite GuardianCode2
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive AnnotationsCode5
LLM as HPC Expert: Extending RAG Architecture for HPC Data—0
Efficient VoIP Communications through LLM-based Real-Time Speech Reconstruction and Call Prioritization for Emergency Services—0
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning—0
Retrieving Semantics from the Deep: an RAG Solution for Gesture SynthesisCode2
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design—0
A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data—0
DECO: Life-Cycle Management of Enterprise-Grade Copilots—0
SLA Management in Reconfigurable Multi-Agent RAG: A Systems Approach to Question Answering—0
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
GEE-OPs: An Operator Knowledge Base for Geospatial Code Generation on the Google Earth Engine Platform Powered by Large Language Models—0
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG—0
100% Elimination of Hallucinations on RAGTruth for GPT-4 and GPT-3.5 Turbo—0
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM JudgesCode0
Privacy-Preserving Retrieval-Augmented Generation with Differential Privacy—0
QueEn: A Large Language Model for Quechua-English Translation—0
Question Answering for Decisionmaking in Green Building Design: A Multimodal Data Reasoning Method Driven by Large Language Models—0
SurgBox: Agent-Driven Operating Room Sandbox with Surgery CopilotCode1
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
Leveraging Large Language Models to Generate Course-specific Semantically Annotated Learning Objects—0
Retrieval-Augmented Machine Translation with Unstructured KnowledgeCode1
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
Addressing Hallucinations with RAG and NMISS in Italian Healthcare LLM Chatbots—0
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation LearningCode1
Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models—0
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences—0
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
Leveraging Large Language Models to Democratize Access to Costly Datasets for Academic Research—0
Composing Open-domain Vision with RAG for Ocean Monitoring and Conservation—0
Semantic Tokens in Retrieval Augmented Generation—0
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented GenerationCode2
Query Performance Explanation through Large Language Model for HTAP Systems—0
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Rethinking Strategic Mechanism Design In The Age Of Large Language Models: New Directions For Communication Systems—0
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation—0
Generating a Low-code Complete Workflow via Task Decomposition and RAG—0
Zero-Indexing Internet Search Augmented Generation for Large Language Models—0
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language ModelsCode3
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems—0
Knowledge Management for Automobile Failure Analysis Using Graph RAG—0
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