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Method and system for identifying and resolving commonly confused words in a natural language parser

机译:在自然语言解析器中识别和解析常见混淆词的方法和系统

摘要

A method and system for identifying and resolving commonly confused words in a natural language parser is provided. In a preferred embodiment, a computer system parses input text made up of two or more words using a relation that maps from potentially confused words, including one word among the words of the input text, to possibly intended words. The computer system first identifies the possible parts of speech for each word of the input text including the potentially confused word. The computer system then identifies the possible parts of speech for the possibly intended word to which the relation maps the potentially confused word. Finally, the computer system applies syntactic grammar rules to the identified parts of speech such that a complete syntax tree containing a possible part of speech for the possibly intended word is produced and no complete syntax tree containing a possible part of speech for the potentially confused word is produced. According to a further embodiment of the invention, the computer system provides feedback on the input text by outputting an indication that a sentence in the input text is syntactically incorrect and outputting a further indication that the sentence in the input text would be syntactically correct if the potentially confused word in the input text was replaced with the possibly intended word.
机译:提供了一种用于在自然语言解析器中识别和解析常见混淆词的方法和系统。在一个优选实施例中,计算机系统使用一种关系来解析由两个或更多个词组成的输入文本,该关系从包括输入文本的单词中的一个单词在内的潜在混淆单词映射到可能意图的单词。计算机系统首先为包括潜在混淆单词的输入文本的每个单词识别语音的可能部分。然后,计算机系统为该关系映射可能混淆的单词的可能想要的单词识别语音的可能部分。最后,计算机系统将语法语法规则应用于所识别的语音部分,从而生成包含针对可能的预期单词的语音的可能部分的完整语法树,而不会生成包含针对潜在混淆的单词的语音的可能部分的完整语法树。被生产。根据本发明的另一实施例,计算机系统通过输出表示输入文本中的句子在语法上不正确的指示并且输出进一步的指示输入文本中的句子在语法上正确的指示来提供对输入文本的反馈。输入文本中可能混淆的单词已替换为可能的预期单词。

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