Word similarity
2016-08-23
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Based on HowNet, a new word similarity calculation method is proposed. At the conceptual level, the concept and calculation rules of sememe class similarity are introduced, and the concept similarity is calculated by combining the main sememe class in the word concept, limiting the secondary sememe class and the variable coefficient method. At the word level, the concept of part of speech similarity is introduced, and the maximum value of different part of speech is taken as the word similarity. Experimental results show that, compared with the existing methods, this method effectively improves the accuracy and efficiency of word similarity.
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