Text natural language processing training method and system in power system operation

The invention discloses a text natural language processing training method and system in power system operation, and relates to the technical field of power system language processing, and the method comprises the steps: constructing a data pool, and carrying out data cleaning and preprocessing; per...

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Hauptverfasser: WANG BANGHUA, CHEN LONG, WANG YUJIAN, YANG SHUAI, YUAN CEN, ZHENG KAIWEN, WANG MINGYANG, GUO MENG, YANG YUE, DU JIANG, LI WUDI, LI YUJING, ZHAO BENYUAN, BAI HONGYU, WU LIANG, YANG FU, MING JIA, WU YANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a text natural language processing training method and system in power system operation, and relates to the technical field of power system language processing, and the method comprises the steps: constructing a data pool, and carrying out data cleaning and preprocessing; performing training by using the label-free data to obtain a coding training model; training a decoding model through the result of the coding training model and the corresponding decoding text to obtain a decoding training model; and the coding training model and the decoding training model are comprehensively trained, scores are calculated, and the models are optimized according to the scores. According to the method, specific word intercommunication is adopted, by setting the intercommunication mode, automatic merging processing with related aliases can be achieved when the circuit breaker is input, the data processing efficiency and accuracy are improved, and meanwhile, by means of error measurement, specific word