首页> 外国专利> METHOD AND APPARATUS FOR SMART ANALYSIS OF QUESTION AND ANSWER LINGUISTIC MATERIAL, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUM

METHOD AND APPARATUS FOR SMART ANALYSIS OF QUESTION AND ANSWER LINGUISTIC MATERIAL, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUM

机译:用于问答语言,电子设备和可读存储介质的智能分析的方法和装置

摘要

A method for smart analysis of question and answer linguistic material and an analysis apparatus, an electronic device, and a computer storage medium, relating to artificial intelligence technology, comprising: inputting a historical question and answer corpus into a pre-constructed data enhancement model to obtain an enhanced corpus (S1); using the historical question and answer corpus to train a pre-constructed convolutional neural network model to obtain an initial classification prediction model (S2); using the initial classification prediction model to perform analysis and filtering on the enhanced corpus to obtain an enhanced sub-corpus (S3); using the enhanced sub-corpus and the historical question and answer corpus to train the convolutional neural network model to obtain an analysis prediction model (S4); and using the analysis prediction model to analyze a user linguistic material text to be analyzed to obtain a final analysis result (S5). The present invention further relates to blockchain technology, and the data used for model training can be stored in a blockchain. The method described above can improve the accuracy of smart analysis of question and answer linguistic material.
机译:一种方法和应答语言材料的智能分析和分析装置,电子设备和计算机存储介质,与人工智能技术相关,包括:将历史问题和应答语料库输入预构造的数据增强模型获得增强的语料库(S1);使用历史问题和答案语料库训练预构造的卷积神经网络模型以获得初始分类预测模型(S2);使用初始分类预测模型对增强语料库进行分析和过滤以获得增强的子语料库(S3);使用增强的子语料库和历史问题和答案语料库来训练卷积神经网络模型以获得分析预测模型(S4);并使用分析预测模型来分析要分析的用户语言材料文本以获得最终分析结果(S5)。本发明还涉及区间的技术,并且用于模型训练的数据可以存储在区块链中。上述方法可以提高问答语言材料的智能分析的准确性。

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