HANSpeller++: A Unified Framework for Chinese Spelling Correction
Shuiyuan Zhang, Jinhua Xiong, Jianpeng Hou, Qiao Zhang, Xueqi Cheng · 2015
Increased interest in China from foreigners has led to a corresponding interest in the study of Chinese.However, the learning of Chinese by non-native speakers will encounter many difficulties, Chinese spelling check techniques for Chinese as a Foreign Language(CFL) learners is highly desirable.This paper presents our work on the SIGHAN-2015 Chinese Spelling Check task.The task focuses on spelling checking on Chinese essays written by CFL learners.We propose a unified framework called HANSpeller++ based on our previous HANSpeller for Chinese spelling correction.The framework consists of candidate generating,candidates re-ranking and final global decision making.Experiments show good performance on the test data of the task.