Enhancing RAG Performance by Representing Hierarchical Nodes in Headers for Tabular Data by Minchae Song

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Dual retrieving and ranking medical large language model with retrieval augmented generation by Qimin Yang, Huan Zuo, Runqi Su, Hanyinghong Su, Tangyi Zeng, Huimei Zhou, Rongsheng Wang, Jiexin Chen, Yijun Lin, Zhiyi Chen, Tao Tan

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Retrieval-augmented generation for educational application: A systematic survey by Zongxi Li, Zijian Wang, Weiming Wang, Kevin Hung, Haoran Xie, Fu Lee Wang

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IDAS: Intelligent Driving Assistance System Using RAG by Hernandez-Salinas Bernardo, Juan Terven, E. A. Chavez-Urbiola, Diana-Margarita Cordova-Esparza, Julio-Alejandro Romero-Gonzalez, Amadeo Arguelles, Ilse Cervantes

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Enhancing the Precision and Interpretability of Retrieval-Augmented Generation (RAG) in Legal Technology: A Survey by Mahd Hindi, Linda Mohammed, Ommama Maaz, Abdulmalik Alwarafy

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Tabular Data Classification and Regression: XGBoost or Deep Learning With Retrieval-Augmented Generation by Jonindo Pasaribu, Novanto Yudistira, Wayan Firdaus Mahmudy

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Enhanced Retrieval-Augmented Generation Using Low-Rank Adaptation by Yein Choi, Sungwoo Kim, Yipene Cedric Francois Bassole, Yunsick Sung

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Unveiling the Power of Large Language Models: A Comparative Study of Retrieval-Augmented Generation, Fine-Tuning, and Their Synergistic Fusion for Enhanced Performance by Gulsum Budakoglu, Hakan Emekci

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Using large language models for enhanced fraud analysis and detection in blockchain based health insurance claims by Ruba Islayem, Senay Gebreab, Walaa AlKhader, Ahmad Musamih, Khaled Salah, Raja Jayaraman, Muhammad Khurram Khan

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Hybrid Multi-Agent GraphRAG for E-Government: Towards a Trustworthy AI Assistant by George Papageorgiou, Vangelis Sarlis, Manolis Maragoudakis, Christos Tjortjis

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Enhancing Environmental Control in Broiler Production: Retrieval-Augmented Generation for Improved Decision-Making with Large Language Models by Marcus Vinicius Leite, Jair Minoro Abe, Marcos Leandro Hoffmann Souza, Irenilza de Alencar Nääs

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What We Know About the Role of Large Language Models for Medical Synthetic Dataset Generation by Larissa Montenegro, Luis M. Gomes, José M. Machado

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An integrating RAG-LLM and deep Q-network framework for intelligent fish control systems by Pobporn Danvirutai, Siripavee Charoenwattanasak, Siriporn Tola, Kampon Thaiso, Bundit Yuangsoi, Hoang Trong Minh, Chavis Srichan

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Enhanced Semantic Retrieval with Structured Prompt and Dimensionality Reduction for Big Data by Donghyeon Kim, Minki Park, Jungsun Lee, Inho Lee, Jeonghyeon Jin, Yunsick Sung

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Comparative Analysis of RAG-Based Open-Source LLMs for Indonesian Banking Customer Service Optimization Using Simulated Data by Hendra Lijaya, Patricia Ho, Handri Santoso

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Privacy Centric Offline Chatbot using Large Language Models by K. Anjali, K. Vipunsai, K. Ruchitha, M. Bhavani, Ch. China Subba Reddy

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Systematic Analysis of Retrieval-Augmented Generation-Based LLMs for Medical Chatbot Applications by Arunabh Bora, Heriberto Cuayáhuitl

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Mathematical Model and Algorithm for Accurate Main Content Extraction From News Websites by Hamza Salem, Hadi Salloum, Manuel Mazzara

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Max–Min semantic chunking of documents for RAG application by Csaba Kiss, Marcell Nagy, Péter Szilágyi

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Leveraging Retrieval-Augmented Generation for Automated Smart Home Orchestration by Negin Jahanbakhsh, Mario Vega-Barbas, Iván Pau, Lucas Elvira-Martín, Hirad Moosavi, Carolina García-Vázquez

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