no code implementations • 6 May 2024 • Jin Han, Zhe Zheng, Xin-Zheng Lu, Ke-Yin Chen, Jia-Rui Lin
First, a few categories are introduced to classify and filter microblogs considering their relationship to the physical and social impacts of earthquakes, and a dataset comprising 7282 earthquake-related microblogs from twenty earthquakes in different locations is developed as well.
1 code implementation • 24 Sep 2023 • Zhe Zheng, Yu-Cheng Zhou, Ke-Yin Chen, Xin-Zheng Lu, Zhong-Tian She, Jia-Rui Lin
It is also illustrated that the proposed classification method can enhance downstream ARI methods with an improvement of 4%.
no code implementations • 17 Aug 2023 • Zhe Zheng, Ke-Yin Chen, Xin-Yu Cao, Xin-Zheng Lu, Jia-Rui Lin
Further proof of concept in automated rule interpretation also demonstrates the possibility of LLM-FuncMapper in interpreting complex regulatory clauses.
no code implementations • 15 Aug 2023 • Can Jiang, Xiong Liang, Yu-Cheng Zhou, Yong Tian, Shengli Xu, Jia-Rui Lin, Zhiliang Ma, Shiji Yang, Hao Zhou
This requirement is a prerequisite for obtaining a building permit during the conceptual design of a residential project.
no code implementations • 20 Jul 2023 • Can Jiang, Xin Li, Jia-Rui Lin, Ming Liu, Zhiliang Ma
Therefore, this paper introducess a model and method to adaptive control the resource flows to optimize the work and cash flows of construction projects.
no code implementations • 18 May 2023 • Chen Yang, Zhe Zheng, Jia-Rui Lin
The layout design of pipelines is a critical task in the construction industry.
no code implementations • 12 Dec 2022 • Zhe Zheng, Hong-Zheng Shi, Yu-Cheng Zhou, Xin-Zheng Lu, Jia-Rui Lin
Then, after data cleaning a series of analyses are conducted including (1) the hot words analysis, (2) the trend of the number of microblogs, (3) the trend of public opinion sentiment, and (4) a keyword and rule-based text classification for earthquake impact analysis.
no code implementations • 12 Dec 2022 • Zhe Zheng, Bo-Rui Kang, Qi-Tian Yuan, Yu-Cheng Zhou, Xin-Zheng Lu, Jia-Rui Lin
Automated rule checking (ARC), which is expected to promote the efficiency of the compliance checking process in the architecture, engineering, and construction (AEC) industry, is gaining increasing attention.
1 code implementation • 9 Mar 2022 • Zhe Zheng, Xin-Zheng Lu, Ke-Yin Chen, Yu-Cheng Zhou, Jia-Rui Lin
To this end, this work systematically explores the impacts of domain corpora and various transfer learning techniques on the performance of DL models for IR tasks and proposes a pretrained domain-specific language model for the AEC domain.