A survey of LLM-augmented knowledge graph construction and application in complex product design

X Liang, Z Wang, M Li, Z Yan - Procedia CIRP, 2024 - Elsevier
In the field of complex product design, deploying knowledge graphs (KGs) has become a
promising trend due to its strength on exploiting and applying the large-scale, complex, and …

SleepCoT: A Lightweight Personalized Sleep Health Model via Chain-of-Thought Distillation

H Zheng, X Xing, X Xu - arXiv preprint arXiv:2410.16924, 2024 - arxiv.org
We present a novel approach to personalized sleep health management using few-shot
Chain-of-Thought (CoT) distillation, enabling small-scale language models (> 2B …

Knowledge Graph Enhancement for Improved Natural Language Health Question Answering using Large Language Models

HM Jamil, J Oduro-Afriyie - … of the 36th International Conference on …, 2024 - dl.acm.org
In this paper we present a method for enhancing Question Answering (QA) systems by
iteratively improving Knowledge Graphs (KGs) with a focus on maintaining monotonicity in …

Improving Personal Health Question Answering Through Knowledge Graph Enhancement

J Oduro-Afriyie - 2024 - search.proquest.com
Personal health question answering (PHQA) systems have the potential to revolutionize
healthcare delivery by providing individuals with personalized and accurate health …

[引用][C] Understanding use of Large Language Models in Healthcare: An HCI Scoping Review

P Bandara, T Halloluwa, D Vyas - 2024 - espace.library.uq.edu.au
Large Language Models (LLMs) and their integrations are transforming the healthcare
sector, presenting both opportunities and challenges. Despite the increasing amount of …