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Retrieval-augmented Generation

Papers

Showing 551600 of 2196 papers

TitleStatusHype
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild0
Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job?0
Agentic Retrieval-Augmented Generation for Time Series Analysis0
Command A: An Enterprise-Ready Large Language Model0
Assessing "Implicit" Retrieval Robustness of Large Language Models0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration0
Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data0
Column Vocabulary Association (CVA): semantic interpretation of dataless tables0
Assessing generalization capability of text ranking models in Polish0
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections0
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval0
A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems0
Accelerating Retrieval-Augmented Generation0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models0
Cognitive-Aligned Document Selection for Retrieval-augmented Generation0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval0
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers0
Agentic Publications: An LLM-Driven Framework for Interactive Scientific Publishing, Supplementing Traditional Papers with AI-Powered Knowledge Systems0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design0
CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs0
Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination0
Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning0
CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs0
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search0
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity0
Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security0
Enhanced document retrieval with topic embeddings0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models0
Claim Verification in the Age of Large Language Models: A Survey0
ClaimTrust: Propagation Trust Scoring for RAG Systems0
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning0
End-to-End Table Question Answering via Retrieval-Augmented Generation0
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search0
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