Search Results for author: Tingsong Xiao

Found 4 papers, 1 papers with code

Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals

no code implementations22 Apr 2024 Qingyang Wu, Ying Xu, Tingsong Xiao, Yunze Xiao, Yitong Li, Tianyang Wang, Yichi Zhang, Shanghai Zhong, Yuwei Zhang, Wei Lu, Yifan Yang

This study conducts a comprehensive review and analysis of the existing literature on the attitudes of LLMs towards the 17 SDGs, emphasizing the comparison between their attitudes and support for each goal and those of humans.

Decision Making

Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review

no code implementations15 Feb 2024 Jing Su, Chufeng Jiang, Xin Jin, Yuxin Qiao, Tingsong Xiao, Hongda Ma, Rong Wei, Zhi Jing, Jiajun Xu, Junhong Lin

This systematic literature review comprehensively examines the application of Large Language Models (LLMs) in forecasting and anomaly detection, highlighting the current state of research, inherent challenges, and prospective future directions.

Anomaly Classification Anomaly Detection +3

Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery

1 code implementation12 Dec 2023 Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang

The problem is challenging due to the sparse and noisy input labels, spatial uncertainty within the label inference process, and high computational costs associated with a large number of sample locations.

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