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HANSpeller++: A Unified Framework for Chinese Spelling Correction

机译：HANSpeller ++：中文拼写校正的统一框架

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摘要

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.
机译：外国人对中国的兴趣增加，也引起了对汉语研究的兴趣。但是，非母语人士学习汉语会遇到很多困难，作为汉语学习者的汉语拼写检查技术是非常可取的。本文介绍了我们在SIGHAN-2015汉语拼写检查任务上的工作。该任务的重点是对由CFL学习者撰写的中文文章进行拼写检查。我们基于之前的HANSpeller提出了一个统一的框架HANSpeller ++，用于中文拼写校正。该框架包括候选人生成，候选人重新排名和最终的全球决策。实验表明该任务的测试数据具有良好的性能。

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  • 来源
  • 会议地点 Beijing(CA)
  • 作者

    Shuiyuan Zhang; Jinhua Xiong; Jianpeng Hou; Qiao Zhang; Xueqi Cheng;

  • 作者单位

    CAS Key Laboratory of Network Data Science and Technology,Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences;

    CAS Key Laboratory of Network Data Science and Technology,Institute of Computing Technology, Chinese Academy of Sciences;

    CAS Key Laboratory of Network Data Science and Technology,Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences;

    CAS Key Laboratory of Network Data Science and Technology,Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences;

    CAS Key Laboratory of Network Data Science and Technology,Institute of Computing Technology, Chinese Academy of Sciences;

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  • 原文格式 PDF
  • 正文语种 eng
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