Knowledge Science, Engineering and Management by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9783030295639
Publisher: Springer International Publishing

3 Method

The approach corrects the texts in sentences. Firstly, input strings are encoded into their intermediate codes, then undergo dictionary matching to restore the words from the intermediate codes. Monophonic word correction is accomplished in this step first. Then the system finishes NNBS suffix correction based on the suffix concatenation knowledge. Finally, polyphones are identified by measuring the distance between the candidates and their context based on context2vec’s [11] representation. The whole process is illustrated in Fig. 1 with an example: “ ” (meaning: They found a livelihood.). For convenience, words are presented with there national Latin transliterations (keyboard correspondence).

Fig. 1.Example of the correction process. The words marked in red indicate that their corrections are completed. (Color figure online)

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