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Retrieval-augmented Generation

Papers

Showing 14011450 of 2196 papers

TitleStatusHype
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval0
Molecule Generation with Fragment Retrieval Augmentation0
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application AnalysisCode0
INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection0
On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation0
AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data0
A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery0
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific SynthesisCode0
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Adopting RAG for LLM-Aided Future Vehicle Design0
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle0
Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet)0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data0
Refining Translations with LLMs: A Constraint-Aware Iterative Prompting Approach0
Towards Evaluating Large Language Models for Graph Query Generation0
Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model GeneralizationCode0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders0
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models0
Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval0
OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model0
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation0
A Primer on Word Embeddings: AI Techniques for Text Analysis in Social Work0
Toward Optimal Search and Retrieval for RAGCode0
LProtector: An LLM-driven Vulnerability Detection System0
Annotative IndexingCode0
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework0
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation0
ML-Promise: A Multilingual Dataset for Corporate Promise Verification0
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration0
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation0
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation0
Enhancing Security Control Production With Generative AI0
Long Context RAG Performance of Large Language Models0
WASHtsApp -- A RAG-powered WhatsApp Chatbot for supporting rural African clean water access, sanitation and hygiene0
PersianRAG: A Retrieval-Augmented Generation System for Persian Language0
RuAG: Learned-rule-augmented Generation for Large Language Models0
Can Language Models Enable In-Context Database?0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors0
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