High Heels, Compass, Spider-Man, or Drug? Metaphor Analysis of Generative Artificial Intelligence in Academic Writing

F Jin, L Sun, Y Pan, CH Lin - Computers & Education, 2025 - Elsevier
This research employed metaphor analysis to explore 277 postgraduate students'
perceptions of the role of generative artificial intelligence (GenAI) in academic writing. All …

A new era in human factors engineering: A survey of the applications and prospects of large multimodal models

F Li, S Han, CH Lee, S Feng, Z Jiang… - International Journal of …, 2025 - Taylor & Francis
In recent years, the potential applications of Large Multimodal Models (LMMs) in fields, such
as healthcare, social psychology, and industrial design have attracted wide research …

MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses

Z Yang, W Liu, B Gao, T Xie, Y Li, W Ouyang… - arXiv preprint arXiv …, 2024 - arxiv.org
Scientific discovery contributes largely to human society's prosperity, and recent progress
shows that LLMs could potentially catalyze this process. However, it is still unclear whether …

Humanlike Cognitive Patterns as Emergent Phenomena in Large Language Models

Z Tang, M Kejriwal - arXiv preprint arXiv:2412.15501, 2024 - arxiv.org
Research on emergent patterns in Large Language Models (LLMs) has gained significant
traction in both psychology and artificial intelligence, motivating the need for a …

Large Language Models show both individual and collective creativity comparable to humans

L Sun, Y Yuan, Y Yao, Y Li, H Zhang, X Xie… - arXiv preprint arXiv …, 2024 - arxiv.org
Artificial intelligence has, so far, largely automated routine tasks, but what does it mean for
the future of work if Large Language Models (LLMs) show creativity comparable to humans …

Augmenting Minds or Automating Skills: The Differential Role of Human Capital in Generative AI's Impact on Creative Tasks

M Huang, M Jin, N Li - arXiv preprint arXiv:2412.03963, 2024 - arxiv.org
Generative AI is rapidly reshaping creative work, raising critical questions about its
beneficiaries and societal implications. This study challenges prevailing assumptions by …

Echoes in AI: Quantifying Lack of Plot Diversity in LLM Outputs

W Xu, N Jojic, S Rao, C Brockett, B Dolan - arXiv preprint arXiv …, 2024 - arxiv.org
With rapid advances in large language models (LLMs), there has been an increasing
application of LLMs in creative content ideation and generation. A critical question emerges …

Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses

Z Yang, W Liu, B Gao, T Xie, Y Li, W Ouyang… - … Workshop: Towards a … - openreview.net
Scientific discovery contributes largely to the prosperity of human society, and recent
progress shows that LLMs could potentially catalyst the process. However, it is still unclear …

Experimental Evidence of the Effects of Large Language Models versus Web Search on Depth of Learning

S Melumad, JH Yun - Available at SSRN 5104064, 2025 - papers.ssrn.com
The effects of using large language models (LLMs) versus traditional web search on depth
of learning are explored. Results from four online and laboratory experiments (N= 4,591) …

iDesignGPT: large language model agentic workflows boost engineering design

Z Zhang, S Liu, Y Shen, Y Zhang, Z Hou, X Wang… - 2025 - researchsquare.com
Engineering design, a cornerstone of technological innovation, faces persistent challenges
from the rigidity of traditional methods and the insufficient responsiveness of emerging AI …