A Feature-Rich CRF Segmenter for Chinese Micro-Blog

机译：中文微博的功能丰富的CRF分割器

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摘要

This paper describes our system for Chinese word segmentation of micro-blog text, one of the NLPCC-ICCPOL 2016 Shared Tasks [1]. The CRF (Conditional Random Field) model is employed to model word segmentation as a sequence labeling problem, 7 sets of features are selected to train the CRF model. The system achieves f_b 0.798144 on closed track, 0.81968 on semi-open track, and 0.82217 on open track with weighted measures [2].

机译：本文介绍了我们的微博客文本中文分词系统，这是NLPCC-ICCPOL 2016共享任务之一[1]。 CRF（条件随机场）模型用于对作为序列标签问题的词分割进行建模，选择了7组特征来训练CRF模型。该系统使用加权度量在封闭轨道上达到f_b 0.798144，在半开放轨道上达到0.81968，在开放轨道上达到0.82217 [2]。

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来源
《Natural language understanding and intelligent applications》|2016年|854-861|共8页
会议地点 Kunming(CN)
作者
Yabin Leng; Weiwei Liu; Sheng Wang; Xiaojie Wang;
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作者单位

School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China;

School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China;

School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China;

School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Chinese word segmentation on micro-blog; Sequence labeling; CRF;

机译：微博上的中文分词；序列标记；慢性肾功能衰竭;

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专利

1. Micro-blog in China: identify influential users and automatically classify posts on Sina micro-blog [J] . Xinmiao Wu, Jianmin Wang Journal of ambient intelligence and humanized computing . 2014,第1期

机译：中国微博：识别有影响力的用户并自动对新浪微博上的帖子进行分类
2. Micro-blogs Entity Recognition Based on DSTCRF [J] . WANG Jing, LIU Zhijing, ZHAO Hui 电子学报：英文版 . 2014,第001期

机译：基于DSTCRF的微博专业识别
3. Characterization of a Novel HIV-1 Recombinant Form (CRF01_AE/CRF07_BC/CRF08_BC) Identified from Guangxi, China [J] . Liang Bingyu, Yang Yao, Zhang Fei, AIDS Research and Human Retroviruses . 2020,第2期

机译：从广西，中国鉴定的新型HIV-1重组形式（CRF01_AE / CRF07_BC / CRF08_BC）的表征
4. A Feature-Rich CRF Segmenter for Chinese Micro-Blog [C] . Yabin Leng, Weiwei Liu, Sheng Wang, International conference on computer processing of oriental languages . 2016

机译：用于中国微博的功能丰富的CRF分段器
5. Changing media, changing cultural values - Chinese young adults' micro-blog usage and cultural values. [D] . Wang, Yajiao. 2013

机译：改变媒体，改变文化价值-中国年轻人的微博使用和文化价值。
6. Genetic Characterization of a Unique Recombinant Originating from CRF55_01B CRF01_AE and CRF07_BC in Shenzhen China [O] . Tao Gui, Jin Zhao, Changrong Sun, -1

机译：中国深圳CRF55_01BCRF01_AE和CRF07_BC独特重组体的遗传表征
7. DISCRIMINATIVE SEGMENTAL CASCADES FOR FEATURE-RICH PHONE RECOGNITION [O] . Hao Tang, Weiran Wang, Kevin Gimpel, 2016

机译：用于特征丰富的电话识别的判别性分段级联

A Feature-Rich CRF Segmenter for Chinese Micro-Blog

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