Search Results for author: Zhe Zheng

Found 8 papers, 2 papers with code

Adapting MIMO video restoration networks to low latency constraints

no code implementations22 Aug 2024 Valéry Dewil, Zhe Zheng, Arnaud Barral, Lara Raad, Nao Nicolas, Ioannis Cassagne, Jean-Michel Morel, Gabriele Facciolo, Bruno Galerne, Pablo Arias

We propose two simple solutions to alleviate these problems: recurrence across MIMO stacks to boost the output quality by implicitly increasing the temporal receptive field, and overlapping of the output stacks to smooth the temporal discontinuity at stack transitions.

Denoising Video Denoising +1

QuakeBERT: Accurate Classification of Social Media Texts for Rapid Earthquake Impact Assessment

no code implementations6 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.

Disaster Response Language Modelling +2

LLM-FuncMapper: Function Identification for Interpreting Complex Clauses in Building Codes via LLM

no code implementations17 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.

ARC Language Modelling +1

Text Mining-Based Patent Analysis for Automated Rule Checking in AEC

no code implementations12 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.

ARC

Earthquake Impact Analysis Based on Text Mining and Social Media Analytics

no code implementations12 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.

Decision Making Management +2

Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain

1 code implementation9 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.

Information Retrieval Language Modelling +7

Cannot find the paper you are looking for? You can Submit a new open access paper.