Persona Routing Associated With Fewer Safety and Monotonicity Violations in Simulated Emergency Large Language Model (LLM) Reasoning. [PDF]
CureusHarada Y.
europepmc +1 more source
Current Standards of Monitoring Models in Healthcare Settings
Advanced Intelligent Discovery, EarlyView.AI/ML‐enabled medical devices are entering clinical practice faster than monitoring standards mature. This review highlights gaps in postmarket surveillance, limited use of predetermined change‐control plans, and the need for ongoing performance tracking, drift detection, explainability, and workflow‐aware governance to support safer, more reliable ...
Alan Kay +5 more
wiley +1 more source
Robustness of a Large Language Model (LLM)-Based Virtual Patient for Japanese History-Taking Training Under Direct and Indirect Instructional Contamination. [PDF]
CureusHarada Y.
europepmc +1 more source
Advanced Intelligent Discovery, EarlyView.We present CatTransVAE, a catalyst‐specialized chemical language model (CLM) built on a transformer variational autoencoder (VAE), developed through pretraining on general compounds followed by fine‐tuning on diverse catalyst databases. A template‐guided generation framework is introduced to enable controlled catalyst design under structural ...
Apakorn Kengkanna, Masahito Ohue
wiley +1 more source
Agri-LLM: Prompt-based Large Language Model for Emission Data Analytics in Smart Agriculture
Agri-LLM: Prompt-based Large Language Model for Emission Data Analytics in Smart ...
Wei Xiang (46368) +7 more
core
Large Language Model‐Based Chatbots in Higher Education
Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci +4 more
wiley +1 more source
Linear accelerator (linac) downtime analysis assisted with a Large Language Model (LLM). [PDF]
J Appl Clin Med PhysYoun Y +6 more
europepmc +1 more source
Leveraging Large Language Models for Structured Summarization with Evaluation through Reference Matching [PDF]
openLa rapida crescita delle informazioni digitali richiede metodi efficaci per condensare documenti lunghi in riassunti coerenti e concisi. Questa tesi esplora l'applicazione di tecniche di sintesi strutturata utilizzando grandi modelli linguistici (LLM)
URUN, HILAL
core
Exploiting Ferroelectric and Spintronic Dynamics for Neural Network Computation
Advanced Intelligent Systems, EarlyView.Ferroelectric and spintronic devices, relying on the control of polarization and magnetization, offer intrinsically fast, durable, energy‐efficient, and low‐latency building blocks for analog in‐memory computing. The hysteretic dynamics of an order parameter are leveraged to provide nonvolatile, multistate memory and nonlinear switching. Brain‐inspired
Dashiell Harrison +4 more
wiley +1 more source
Survey on the applications of large language models in recommender systems
大数据The rise of large language model (LLM) has brought new opportunities to recommender systems. However, existing research mainly focuses on the technical frameworks and engineering implementations of LLM-based recommender systems, lacking a systematic ...
Xu Xiaoying, Liao Wenjie, Wang Hanlin
doaj