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Retrieval-augmented Generation

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Showing 1151–1200 of 2196 papers

TitleStatusHype
Refining Translations with LLMs: A Constraint-Aware Iterative Prompting Approach—0
Towards Evaluating Large Language Models for Graph Query Generation—0
Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet)—0
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle—0
Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model GeneralizationCode0
Retrieval Augmented Time Series ForecastingCode2
Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval—0
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models—0
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders—0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model—0
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation—0
Controllable Context Sensitivity and the Knob Behind ItCode1
Toward Optimal Search and Retrieval for RAGCode0
A Primer on Word Embeddings: AI Techniques for Text Analysis in Social Work—0
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
LProtector: An LLM-driven Vulnerability Detection System—0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs—0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems—0
Annotative IndexingCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving—0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework—0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation—0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding—0
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG—0
ML-Promise: A Multilingual Dataset for Corporate Promise Verification—0
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration—0
Enhancing Security Control Production With Generative AI—0
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation—0
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation—0
Long Context RAG Performance of Large Language Models—0
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG SystemsCode3
WASHtsApp -- A RAG-powered WhatsApp Chatbot for supporting rural African clean water access, sanitation and hygiene—0
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning AgentCode3
PersianRAG: A Retrieval-Augmented Generation System for Persian Language—0
RuAG: Learned-rule-augmented Generation for Large Language Models—0
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for NetworkCode1
Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease KnowledgeCode1
RAGViz: Diagnose and Visualize Retrieval-Augmented GenerationCode2
Can Language Models Enable In-Context Database?—0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors—0
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding—0
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval—0
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