Question Answering Enhancement Method for Large Educational Models Based on Re-ranking and Post-retrieval Reflection by SUN Haoran, WANG Zhihao, WU Yifan, XIANG Yang

Subjects: “…retrieval-augmented generation…”
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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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Fine-Tuning Retrieval-Augmented Generation with an Auto-Regressive Language Model for Sentiment Analysis in Financial Reviews by Miehleketo Mathebula, Abiodun Modupe, Vukosi Marivate

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Data Imputation Based on Retrieval-Augmented Generation by Xiaojun Shi, Jiacheng Wang, Gregorius Justin Chung, Derick Julian, Lianpeng Qiao

Subjects: “…retrieval-augmented generation…”
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Question-answering enhancement method for large educational models based on re-ranking and post-retrieval reflection by SUN Haoran, WANG Zhihao, WU Yifan, GAO Xiaoying, XIANG Yang

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Natural Language Interfaces for Structured Query Generation in IoD Platforms by Anıl Sezgin

Subjects: “…retrieval-augmented generation…”
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Evaluating and advancing large language models for nanofiltration membrane knowledge tasks by Xinchen Xiang, Zheng Cao, Yukun Qian, Dan Lu, Jiancong Lu, Jinyan Wang, Shiyu Zhou, Lijun Liang, Zhikan Yao, Lin Zhang

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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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Legal Query RAG by Rahman S. M. Wahidur, Sumin Kim, Haeung Choi, David S. Bhatti, Heung-No Lee

Subjects: “…Retrieval-augmented generation…”
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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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Hallucination Mitigation for Retrieval-Augmented Large Language Models: A Review by Wan Zhang, Jing Zhang

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Advancing Large Language Models with Enhanced Retrieval-Augmented Generation: Evidence from Biological UAV Swarm Control by Jin-Xing Hao, Lei Chen, Luyao Meng

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A topic-enhanced python question-answering model by WANG Shuo, LIU Xin, LU Xuesong

Subjects: “…retrieval-augmented generation…”
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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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An Enhanced Retrieval Scheme for a Large Language Model with a Joint Strategy of Probabilistic Relevance and Semantic Association in the Vertical Domain by Qi Chen, Weifeng Zhou, Jian Cheng, Ji Yang

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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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Facilitating university admission using a chatbot based on large language models with retrieval-augmented generation by Zheng Chen, Di Zou, Haoran Xie, Huajie Lou, Zhiyuan Pang

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SheepDoctor: A knowledge graph enhanced large language model for sheep disease diagnosis by Jiayi Xiong, Yong Zhou, Fang Tian, Fuchuan Ni, Liang Zhao

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Enhancing geodatabases operability: advanced human-computer interaction through RAG and Multi-Agent Systems by Ziming Peng, Xi Kuai, Shuisong Ke, Xuehui Dong, Renzhong Guo

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Art appreciation based on graph retrieval augmented generation and few-shot learning by LIU Tianyang, KOU Sijia, JIN Xu, WANG Wenjing, LU Xuesong

Subjects: “…graph retrieval augmented generation…”
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