Yingchi Mao

Title: Innovations by Yingchi Mao in Dam Emergency Event Extraction

Introduction

Yingchi Mao is an accomplished inventor based in Nanjing, China. He has made significant contributions to the field of emergency management, particularly in the context of dam safety. His innovative approach utilizes advanced mechanisms to enhance the identification and extraction of critical information during dam emergencies.

Latest Patents

Yingchi Mao holds a patent titled "Method for extracting dam emergency event based on dual attention mechanism." This method involves several key steps, including data preprocessing, building a dependency graph, constructing a dual attention network, and filling a document-level argument. The data preprocessing phase includes labeling a dam emergency corpus and encoding sentences. The dependency graph assists in mining syntactic relations, while the dual attention network weighs and fuses information based on a graph transformer network (GTN). This innovative method effectively addresses long-range dependency issues, achieving high identification accuracy and significantly reducing labor costs.

Career Highlights

Throughout his career, Yingchi Mao has worked with notable institutions such as Hohai University and Huaneng Lancang River Hydropower Inc. His experience in these organizations has allowed him to apply his research and innovations in practical settings, contributing to advancements in dam safety and emergency response.

Collaborations

Yingchi Mao has collaborated with esteemed colleagues, including Wei Sun and Haibin Xiao. These partnerships have fostered a collaborative environment that enhances the development and implementation of innovative solutions in the field of emergency management.

Conclusion

Yingchi Mao's contributions to the field of dam emergency event extraction demonstrate his commitment to improving safety and efficiency through innovation. His patented method showcases the potential of advanced technologies in addressing critical challenges in emergency management.