Introduction to BIT Chinese Spelling Correction System at CLP 2014 Bake-off
Min Liu, Ping Jian, Heyan Huang · 2014
This paper describes the Chinese spelling correction system submitted by BIT at CLP Bake-off 2014 task 2. The system mainly includes two parts: 1) N-gram model is adopted to retrieve the non-words which are wrongly separated by word segmentation. The non-words are then corrected in terms of word frequency, pronunciation similarity, shape similarity and POS (part of speech) tag. 2) For wrong words, abnormal POS tag is used to indicate their location and dependency relation matching is employed to correct them. Experiment results demonstrate the effectiveness of our system.