Large language models for forecasting and anomaly detection: A systematic literature review

J Su, C Jiang, X Jin, Y Qiao, T Xiao, H Ma… - arXiv preprint arXiv …, 2024 - arxiv.org
This systematic literature review comprehensively examines the application of Large
Language Models (LLMs) in forecasting and anomaly detection, highlighting the current …

Enhancing AI-Assisted Group Decision Making through LLM-Powered Devil's Advocate

CW Chiang, Z Lu, Z Li, M Yin - … of the 29th International Conference on …, 2024 - dl.acm.org
Group decision making plays a crucial role in our complex and interconnected world. The
rise of AI technologies has the potential to provide data-driven insights to facilitate group …

Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making

Z Li, Z Lu, M Yin - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
With the rapid development of AI-based decision aids, different forms of AI assistance have
been increasingly integrated into the human decision making processes. To best support …

Does more advice help? the effects of second opinions in AI-assisted decision making

Z Lu, D Wang, M Yin - Proceedings of the ACM on Human-Computer …, 2024 - dl.acm.org
AI assistance in decision-making has become popular, yet people's inappropriate reliance
on AI often leads to unsatisfactory human-AI collaboration performance. In this paper …

[PDF][PDF] Strategic Adversarial Attacks in AI-assisted Decision Making to Reduce Human Trust and Reliance.

Z Lu, Z Li, CW Chiang, M Yin - IJCAI, 2023 - researchgate.net
With the increased integration of AI technologies in human decision making processes,
adversarial attacks on AI models become a greater concern than ever before as they may …

Advancing Legal Citation Text Classification A Conv1D-Based Approach for Multi-Class Classification

Y Xie, Z Li, Y Yin, Z Wei, G Xu… - Journal of Theory and …, 2024 - centuryscipub.com
The escalating volume and intricacy of legal documents necessitate advanced techniques
for automated text classification in the legal domain. Our proposed approach leverages …

EXPLORING FUTURE RESEARCH HORIZONS IN ARTIFICIAL INTELLIGENCE-BASED MARKETING MANAGEMENT FOR THE F&B INDUSTRY

F Mumtazah - Al-Iqtishadiyah: Ekonomi Syariah dan Hukum …, 2023 - ojs.uniska-bjm.ac.id
This study examines how Artificial Intelligence (AI) is transforming the field of marketing
management in the Food and Beverage (F&B) industry. By offering an understanding of AI's …

[PDF][PDF] Designing Behavior-Aware AI to Improve the Human-AI Team Performance in AI-Assisted Decision Making

SHA Mahmood, Z Lu, M Yin - researchgate.net
With the rapid development of decision aids that are driven by AI models, the practice of AI-
assisted decision making has become increasingly prevalent. To improve the human-AI …