Text relation extraction method and device, computer storage medium and electronic equipment

• Main Authors: LIU YUAN, BAE JUNG-SOL, YANG QUNFANG, WANG YONGLIANG, YAO SHENGNAN, ZHU YIFEI, JIAO GUANGCAI, CHEN RENSHU, JIN LINQIANG, JI WENJIE, LUO CHEN
• Format: Patent
• Language: Chinese; English
• Published: 13.05.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The embodiment of the invention relates to the technical field of computers, in particular to a text relation extraction method and device, a computer storage medium and electronic equipment. The method comprises the following steps: acquiring a to-be-processed text, and inputting the to-be-processed text into a plurality of syntactic parsers to obtain a plurality of parsing results; respectively inputting the plurality of analysis results into a word vector acquisition model to obtain a word vector matrix corresponding to each analysis result; inputting the word vector matrix corresponding to each analysis result into a long short-term memory network containing a sliding window to obtain an initial hidden layer corresponding to each analysis result; and inputting the initial hidden layer corresponding to each analysis result into the graph convolution model to obtain a target convolution feature, pooling the target convolution feature to obtain a target pooling feature, and obtaining a text relation triple i