Hohai University

Huaneng Lancang River Hydropower Inc.

Huaneng Group Tech Innovation Center Co., Ltd.

Bingbing Nie

Haibin Xiao

Hao Chen

Xiaofeng Zhou

Bin Tan

Fudong Chi

Wei Sun

Chunrui Zhang

Yingchi Mao

Han Fang

Chunrui Yang

Fugang Zhao

Wenming Xie

Weiyong Zhan

Zhixiang Chen

A method for extracting a dam emergency event based on a dual attention mechanism is provided. The method includes: performing data preprocessing, building a dependency graph, building a dual attention network, and filling a document-level argument. The performing data preprocessing includes labeling a dam emergency corpus and encoding sentences. Building a dependency graph includes assisting a model to mine a syntactic relation based on a dependency. Building a dual attention network includes weighing and fusing an attention network based on a graph transformer network (GTN) and capturing key semantic information in the sentence. Filling a document-level argument includes filling a document-level argument by detecting a key sentence and ordering a semantic similarity. The method introduces a dependency and overcomes the long-range dependency problem based on the dual attention mechanism, thus achieving high identification accuracy and reducing a lot of labor costs.

Method for extracting dam emergency event based on dual attention mechanism

Growing community of inventors

Kunming, China

Bingbing Nie