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Retrieval-augmented Generation

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Showing 1551–1600 of 2196 papers

TitleStatusHype
Rag and Roll: An End-to-End Evaluation of Indirect Prompt Manipulations in LLM-based Application Frameworks—0
Retrieval-augmented code completion for local projects using large language models—0
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning—0
Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom Extraction—0
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented GenerationCode4
Towards Explainable Network Intrusion Detection using Large Language Models—0
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMsCode1
Large Language Model as a Catalyst: A Paradigm Shift in Base Station Siting Optimization—0
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring—0
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations—0
A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search—0
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational AgentsCode1
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models—0
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for MedicineCode3
LLM Agents Improve Semantic Code Search—0
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation—0
Development of REGAI: Rubric Enabled Generative Artificial Intelligence—0
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course—0
LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language ModelsCode1
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts—0
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
RAGEval: Scenario Specific RAG Evaluation Dataset Generation FrameworkCode3
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Finch: Prompt-guided Key-Value Cache Compression—0
MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected TrainingCode2
Adaptive Retrieval-Augmented Generation for Conversational Systems—0
Multi-Level Querying using A Knowledge Pyramid—0
MetaOpenFOAM: an LLM-based multi-agent framework for CFDCode2
KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making—0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering—0
Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept—0
Mimicking the Mavens: Agent-based Opinion Synthesis and Emotion Prediction for Social Media Influencers—0
Introducing a new hyper-parameter for RAG: Context Window Utilization—0
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation—0
A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph—0
Faculty Perspectives on the Potential of RAG in Computer Science Higher Education—0
ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model—0
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks—0
REAPER: Reasoning based Retrieval Planning for Complex RAG Systems—0
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation—0
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications—0
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language ModelsCode0
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach—0
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language ModelsCode0
TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSONCode3
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought—0
RadioRAG: Factual large language models for enhanced diagnostics in radiology using online retrieval augmented generationCode0
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