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Retrieval-augmented Generation

Papers

Showing 851900 of 2196 papers

TitleStatusHype
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections0
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models0
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence0
G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval0
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA0
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
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval0
Knowing When to Ask -- Bridging Large Language Models and Data0
GAIA: A General AI Assistant for Intelligent Accelerator Operations0
Cognitive-Aligned Document Selection for Retrieval-augmented Generation0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval0
From Retrieval to Generation: Comparing Different Approaches0
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
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries0
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
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 Framework0
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 Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design0
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
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants0
From Code Generation to Software Testing: AI Copilot with Context-Based RAG0
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources0
From RAGs to riches: Using large language models to write documents for clinical trials0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs0
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents0
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization0
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search0
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems0
Foundations of GenIR0
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG0
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding0
Formal Language Knowledge Corpus for Retrieval Augmented Generation0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity0
Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection0
FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM0
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