Shallow layer model and depth model combination-based question text classification method
A deep model, text classification technology, applied in semantic analysis, special data processing applications, instruments, etc., to achieve the effect of improving performance, improving classification performance, and improving accuracy
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Embodiment 1
[0040] Embodiment 1: as Figure 1-4 As shown, the question text classification method based on the combination of the shallow model and the deep model, the specific steps of the method are as follows:
[0041] Step1. Crawl the question corpus of 5 categories of economy and finance, laws and regulations, sports, medical and health, and electronic digital, and then preprocess the corpus text;
[0042] Further, the specific steps of the step Step1 are as follows:
[0043] Step1.1. First, manually write a crawler program to crawl five categories of question corpus on Baidu Zhizhi: economics and finance, laws and regulations, sports, medical and health, and electronic digital;
[0044] Step1.2. Filter and deduplicate the crawled corpus to obtain non-repetitive question corpus, and store it in the database;
[0045] The present invention crawls 5,000 pieces of corpus on each of the five categories of economics and finance, laws and regulations, sports, medical and health, and elec...
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