並列摘要
In this paper we report results of a supervised machine-learning approach to Chinese word segmentation. A maximum entropy tagger is trained on manually annotated data to automatically assign to Chinese characters, or hanzi, tags that indicate the position of a hanzi within a word. The tagged output is then converted into segmented text for evaluation. Preliminary results show that this approach is competitive against other supervised machine-learning segmenters reported in previous studies, achieving precision and recall rates of 95.01% and 94.94% respectively, trained on a 237K-word training set.
參考文獻
Brill, Eric(1993).A Corpus-Based Approach to Language Learning.
Xiang-Ling J. X-L., J. X-L.(1992).Chinese Morphology and its Interface with the Syntax.
Fung, Pascale,Wu, De-Kai(1994).The 4th Conference on Applied Natural Language Processing.
William, Chilin, Richard, Nancy N., N.(1996).A Stochastic Finite-State Word-Segmentation Algorithm for Chinese.Computational Linguistics.22(3),377-404.
Ge, Xian-Ping(1999).ACM SIGIR '99 workshop on evaluation of web document retrieval.
被引用紀錄
Jiang, T. J. (2012). Syllable Word Segmentation for Mandarin Chinese via Double Ranking of the Left and Right Context [doctoral dissertation, National Tsing Hua University]. Airiti Library. https://doi.org/10.6843/NTHU.2012.00487
潘俊言（2014）。中文文章修辭架構自動分類初步研究〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://doi.org/10.6841/NTUT.2014.00324
Huang, H. H. (2014). 中文語篇標記解釋與語篇關係辨識及其在意見極性分析之研究 [doctoral dissertation, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU.2014.00506
陳琦宇（2009）。改良式貝氏分類器在情緒分類之研究〔碩士論文，元智大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0009-2907200920512600
延伸閱讀
- 林千翔（2006）。Chinese Word Segmentation using Specialized HMM〔碩士論文，國立中央大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0031-0207200917342057
- Goh, C. L., Asahara, M., & Matsumoto, Y. (2005). Chinese Word Segmentation by Classification of Characters. 中文計算語言學期刊, 10(3), 381-396. https://doi.org/10.30019/IJCLCLP.200509.0006
- Wu, Y. A. (2016). Word Sense Disambiguation with Chinese Wordnet [master's thesis, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU201603333
- 鮑美妤（2013）。Word Segmentation Assisted Chinese Learning System with Frequently-used Vocabulary〔碩士論文，國立暨南國際大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0020-2801201314374500
- 吳昆璟（2008）。An Attempt on Improving Chinese Word Segmentation Using Confidence measure〔碩士論文，國立清華大學〕。華藝線上圖書館。https://doi.org/10.6843/NTHU.2008.00587