Exploring the use of retrieval-augmented generation models in higher education: A pilot study on artificial intelligence-based tutoring by Renáta Németh, Annamária Tátrai, Miklós Szabó, Péter Tibor Zaletnyik, Árpád Tamási

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eidos: A modular approach to external function integration in LLMs by José F. Aldana-Martín, Antonio Benítez-Hidalgo, José F. Aldana-Montes

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Large language models for closed-library multi-document query, test generation, and evaluation by Claire Randolph, Adam Michaleas, Darrell O. Ricke

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AI-Driven Post-Earthquake Emergency Material Demand Prediction: Integrating RAG With Reasoning Large Language Model by Song Zhang, Meng Huang, Shuai Liu, Fanxin Meng, Yingyao Xie, Xirui Ren, Yuanwang Zhang, Wenbo Shao

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Adaptive RAG-Assisted MRI Platform (ARAMP) for Brain Metastasis Detection and Reporting: A Retrospective Evaluation Using Post-Contrast T1-Weighted Imaging by Kuo-Chen Wu, Fatt Yang Chew, Kang-Lun Cheng, Wu-Chung Shen, Pei-Chun Yeh, Chia-Hung Kao, Wan-Yuo Guo, Shih-Sheng Chang

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Entropy-Optimized Dynamic Text Segmentation and RAG-Enhanced LLMs for Construction Engineering Knowledge Base by Haiyuan Wang, Deli Zhang, Jianmin Li, Zelong Feng, Feng Zhang

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A large language model based pipeline for extracting information from patient complaint and anamnesis in clinical notes for severity assessment by Hui Gao, Kaipeng Wang, Yuan Yuan, Yueguo Wang, Qingyuan Liu, Yulan Wang, Jian Sun, Wenwen Wang, Huanli Wang, Shusheng Zhou, Kui Jin, Mengping Zhang, Yinglei Lai

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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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PlantGPT: An Arabidopsis‐Based Intelligent Agent that Answers Questions about Plant Functional Genomics by Ruixiang Zhang, Yu Wang, Weiyang Yang, Jun Wen, Weizhi Liu, Shipeng Zhi, Guangzhou Li, Nan Chai, Jiaqi Huang, Yongyao Xie, Xianrong Xie, Letian Chen, Miao Gu, Yao‐Guang Liu, Qinlong Zhu

Subjects: “…plant gene function retrieval‐augmented generation…”
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Swamped with Too Many Articles? GraphRAG Makes Getting Started Easy by Joëd Ngangmeni, Danda B. Rawat

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Streamlining systematic reviews with large language models using prompt engineering and retrieval augmented generation by Fouad Trad, Ryan Yammine, Jana Charafeddine, Marlene Chakhtoura, Maya Rahme, Ghada El-Hajj Fuleihan, Ali Chehab

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Review of Enhancement Research for Closed-Source Large Language Model by LIU Hualing, ZHANG Zilong, PENG Hongshuai

Subjects: “…closed-source model; large language model; prompt engineering; retrieval augmented generation; agent…”
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From data silos to insights: the PRINCE multi-agent knowledge engine for preclinical drug development by Carlos Henrique Vieira-Vieira, Sarang Sanjay Kulkarni, Adam Zalewski, Jobst Löffler, Jonas Münch, Annika Kreuchwig

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Measuring the Feasibility of a Question and Answering System for the Sarawak Gazette Using Chatbot Technology by Yasir Lutfan bin Yusuf, Suhaila binti Saee

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Yours Truly: A Credibility Framework for Effortless LLM-Powered Fact Checking by Vallidevi Krishnamurthy, Varshini Balaji

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Human-robot interaction using retrieval-augmented generation and fine-tuning with transformer neural networks in industry 5.0 by Hamed Fazlollahtabar

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Impact of retrieval augmented generation and large language model complexity on undergraduate exams created and taken by AI agents by Erick Tyndall, Colleen Gayheart, Alexandre Some, Joseph Genz, Torrey Wagner, Brent Langhals

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AI-Powered System to Facilitate Personalized Adaptive Learning in Digital Transformation by Yao Yao, Horacio González-Vélez

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Ensemble learning with RAG model to reduce redundant question topics in auto-generated exam questions by R. Tharaniya Sairaj, S. R. Balasundaram

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A Comprehensive Evaluation of Embedding Models and LLMs for IR and QA Across English and Italian by Ermelinda Oro, Francesco Maria Granata, Massimo Ruffolo

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