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Retrieval-augmented Generation

Papers

Showing 16511700 of 2196 papers

TitleStatusHype
VERA: Validation and Enhancement for Retrieval Augmented systems0
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style0
Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task0
SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer0
Lab-AI: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical Medicine0
SFR-RAG: Towards Contextually Faithful LLMs0
Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports0
Language Models "Grok" to Copy0
Hacking, The Lazy Way: LLM Augmented Pentesting0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
A RAG Approach for Generating Competency Questions in Ontology Engineering0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation0
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG0
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice0
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains0
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Knowing When to Ask -- Bridging Large Language Models and Data0
Multimodal Large Language Model Driven Scenario Testing for Autonomous Vehicles0
Retrieval Augmented Correction of Named Entity Speech Recognition Errors0
RAGent: Retrieval-based Access Control Policy Generation0
Column Vocabulary Association (CVA): semantic interpretation of dataless tables0
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support0
Vietnamese Legal Information Retrieval in Question-Answering System0
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding0
RAG based Question-Answering for Contextual Response Prediction System0
MARAGS: A Multi-Adapter System for Multi-Task Retrieval Augmented Generation Question Answering0
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering0
Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL0
MoA is All You Need: Building LLM Research Team using Mixture of Agents0
GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language Models0
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyCode0
You Only Use Reactive Attention Slice For Long Context RetrievalCode0
The Role of Large Language Models in Musicology: Are We Ready to Trust the Machines?0
Benchmarking Cognitive Domains for LLMs: Insights from Taiwanese Hakka Culture0
In Defense of RAG in the Era of Long-Context Language Models0
A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine0
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems0
OrthoDoc: Multimodal Large Language Model for Assisting Diagnosis in Computed Tomography0
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance0
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications0
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation0
Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation0
Claim Verification in the Age of Large Language Models: A Survey0
Probing Causality Manipulation of Large Language Models0
Retrieval Augmented Generation for Dynamic Graph Modeling0
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models0
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data0
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