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QUESTION AND ANSWER PROCESSING, LANGUAGE MODEL TRAINING METHOD, DEVICE, EQUIPMENT AND STORAGE MEDIUM

机译:问答处理,语言模型训练方法,设备,设备和存储介质

摘要

The present application discloses a question-and-answer processing, a language model training method, an apparatus, a device, and a storage medium, and relates to the field of natural language processing. A specific implementation method is to obtain at least one candidate table matching the problem to be searched, each candidate table including one candidate answer corresponding to the problem; Processing at least one candidate table to obtain at least one table text, wherein the table text includes text content of each field in the candidate table, and the field includes a title, a header, and a cell; Inputting the problem and each table text into a predetermined language model, respectively, to obtain a matching degree between the character and each candidate table; The answer table is output according to the matching degree of each candidate table, and the answer table is a candidate table corresponding to a maximum matching degree or a candidate table in which the degree of matching with a problem exceeds a preset value among at least one candidate table. The present application performs semantic matching on a problem and a text using a language model, and improves the accuracy and recall rate of matching problems and tables.
机译:本申请公开了一个问题和应答处理,语言模型训练方法,装置,装置,设备和存储介质,并且涉及自然语言处理领域。特定实现方法是获得匹配要搜索的问题的至少一个候选表,每个候选表包括对应于问题的一个候选答案;处理至少一个候选表以获得至少一个表格文本,其中表格文本包括候选表中每个字段的文本内容,并且该字段包括标题,标题和小区;将问题和每个表文本分别输入预定的语言模型,以获得字符和每个候选表之间的匹配程度;应根据每个候选表的匹配程度来输出答案表,并且答案表是对应于与最大匹配程度或候选表对应的候选表,其中与问题的匹配程度超过至少一个的预设值候选表。本申请在问题上执行语义匹配和使用语言模型的文本,并提高匹配问题和表的准确性和调用速率。

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