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Retrieval-augmented Generation

Papers

Showing 551–600 of 2196 papers

TitleStatusHype
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies—0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild—0
Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job?—0
Agentic Retrieval-Augmented Generation for Time Series Analysis—0
Command A: An Enterprise-Ready Large Language Model—0
Assessing "Implicit" Retrieval Robustness of Large Language Models—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data—0
Column Vocabulary Association (CVA): semantic interpretation of dataless tables—0
Assessing generalization capability of text ranking models in Polish—0
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections—0
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval—0
A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems—0
Accelerating Retrieval-Augmented Generation—0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework—0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models—0
Cognitive-Aligned Document Selection for Retrieval-augmented Generation—0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval—0
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers—0
Agentic Publications: An LLM-Driven Framework for Interactive Scientific Publishing, Supplementing Traditional Papers with AI-Powered Knowledge Systems—0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design—0
CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation—0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs—0
Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination—0
Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework—0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection—0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering—0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning—0
CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs—0
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts—0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search—0
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression—0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation—0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding—0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity—0
Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security—0
Enhanced document retrieval with topic embeddings—0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models—0
Claim Verification in the Age of Large Language Models: A Survey—0
ClaimTrust: Propagation Trust Scoring for RAG Systems—0
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
End-to-End Table Question Answering via Retrieval-Augmented Generation—0
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search—0
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