Wenming Xie

Title: Innovations by Wenming Xie

Introduction

Wenming Xie is a notable inventor based in Kunming, China. He has made significant contributions to the field of emergency event extraction, particularly in relation to dam safety. His innovative methods leverage advanced technologies to enhance the accuracy and efficiency of identifying critical events.

Latest Patents

Wenming Xie holds a patent for a "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 approach captures essential semantic information within sentences. The final step involves detecting key sentences and ordering semantic similarity to fill a document-level argument. This innovative method addresses long-range dependency issues and significantly improves identification accuracy, thereby reducing labor costs.

Career Highlights

Wenming Xie has had a distinguished career, working with reputable institutions such as Hohai University and Huaneng Lancang River Hydropower Inc. His work has focused on enhancing safety measures and improving emergency response strategies in the field of hydropower.

Collaborations

Wenming has collaborated with notable colleagues, including Yingchi Mao and Wei Sun. Their combined expertise has contributed to the advancement of technologies in emergency event extraction.

Conclusion

Wenming Xie's innovative methods and contributions to dam safety exemplify the importance of advancements in technology for emergency management. His work not only enhances safety protocols but also demonstrates the potential for reducing operational costs in critical infrastructure.