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Retrieval-augmented Generation

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Showing 601–650 of 2196 papers

TitleStatusHype
An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence SynthesisCode0
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
Lightweight Relevance Grader in RAGCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video UnderstandingCode0
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical ScienceCode0
A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency ValidationCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
LeRAAT: LLM-Enabled Real-Time Aviation Advisory ToolCode0
Efficient Document Retrieval with G-RetrieverCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Efficient Aspect-Based Summarization of Climate Change Reports with Small Language ModelsCode0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
A LoRA-Based Approach to Fine-Tuning LLMs for Educational Guidance in Resource-Constrained SettingsCode0
Large Language Models Reflect Human Citation Patterns with a Heightened Citation BiasCode0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with FeedbackCode0
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
JointRank: Rank Large Set with Single PassCode0
KBAlign: Efficient Self Adaptation on Specific Knowledge BasesCode0
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and FilteringCode0
Better RAG using Relevant Information GainCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systemsCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model GeneralizationCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
DRAFT-ing Architectural Design Decisions using LLMsCode0
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-TuningCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced ClaimsCode0
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
Improving RAG for Personalization with Author Features and Contrastive ExamplesCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringCode0
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation FrameworkCode0
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