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Using ranked translation choices to obtain sequences indicating meaning of multi-token expressions

机译:使用排序的翻译选择获得指示多令牌表达含义的序列

摘要

To provide information about the meaning of a multi-token expression in a first language, where the information is understandable in a second language, subexpressions are obtained, such as tokens, chunks, and sentences. The multi-token expression could, for example, be a sentence or an input text with more than one sentence. Translation choices are obtained in the second language for a set of the subexpressions. A subset of the translation choices of a subexpression are ranked, and the ranked translation choices are used to produce a sequence of translation choices for the multi-token expression as a whole. Information is then presented to a user about the sequence of translation choices, indicating in the second language the meaning of the multi-token expression. Translation choices can be ranked based on syntactic or semantic context, based on translation source, based on confidence levels, based on how each was obtained, in accordance with a user-selected process, and so forth. Information about the sequence can be presented through a paper or display-based user interface. In response to user signals, additional translation choices can be presented or other modifications can be made. A user-requested change in ranking can propagate to similar subexpressions in the multi-word expression or, through rules or weighted confidence levels, to similar subexpressions in subsequent multi-word expressions.
机译:为了以第一语言提供关于多令牌表达的含义的信息,在该信息中以第二语言可以理解的情况下,获得了子表达式,例如令牌,块和句子。多令牌表达可以例如是句子或具有多于一个句子的输入文本。对于一组子表达式,使用第二种语言获得翻译选择。对子表达式的翻译选择的子集进行排名,排名后的翻译选择用于为整个多标记表达生成一系列翻译选择。然后向用户呈现有关翻译选择顺序的信息,以第二种语言指示多令牌表达的含义。可以基于句法或语义上下文,基于翻译源,基于置信度,基于如何获得每种选择,根据用户选择的过程等对翻译选择进行排名。可以通过纸质或基于显示器的用户界面显示有关序列的信息。响应用户信号,可以提供其他翻译选择或可以进行其他修改。用户请求的排名更改可以传播到多字表达式中的相似子表达式,或者通过规则或加权置信度,传播到后续多字表达式中的相似子表达式。

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