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SEMANTIC PARSING OF NATURAL LANGUAGE QUERY

机译:语义解析自然语言查询

摘要

According to implementations of the subject matter described herein, a solution for semantic parsing of the natural language query is provided. In this solution, a first natural language query for a first data table is received, where the first natural language query comprises words. A first set of knowledge representations associated with the first data table are obtained and the first set of knowledge representations describe, in a structured manner, knowledge required for understanding a natural language query for the first data table. The first natural language query is converted into a first sequence of symbols. A first computer-executable query corresponding to the first natural language query is generated. According to this solution, various kinds of knowledge representations from different fields can be represented into universal structured knowledge representations, such that the knowledge representations are used to assist in understanding semantics of natural language queries and generating corresponding computer-executable queries.
机译:根据本文描述的主题的实现,提供了用于对自然语言查询的语义解析的解决方案。在该解决方案中,接收第一数据表的第一自然语言查询,其中第一自然语言查询包括单词。获得与第一数据表相关联的第一组知识表示,并且第一组知识表示以结构化的方式描述理解第一数据表的自然语言查询所需的知识。第一个自然语言查询被转换为第一序列符号。生成与第一自然语言查询对应的第一计算机可执行查询。根据该解决方案,来自不同领域的各种知识表示可以代表通用结构化知识表示,使得知识表示用于帮助理解自然语言查询的语义并生成相应的计算机可执行查询。

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