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<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>发表论文</title>
<link rel="stylesheet" type="text/css" href="lzy.css">
</head>
<body>
<header>
<nav>
<ul>
<li><a href="index_cn.html">主页</a></li>
<li><a href="publication_cn.html">论文</a></li>
<li><a href="codes.html">开源</a></li>
<li><a href="index_cn.html#Courses">教学</a></li>
<li><a href="index_cn.html#Talks">报告</a></li>
<li><a href="index_cn.html#Students">学生</a></li>
<li><a href="index_cn.html#Info">其他</a></li>
<li><a href="index.html">English</a></li>
</ul>
</nav>
<h1>刘知远</h1>
</header>
<section>
发表论文列表还可以通过 <a HREF=http://scholar.google.com/citations?user=dT0v5u0AAAAJ target=_blank>Google Scholar</a> 访问. 英文论文列表参见 [<a href="publication.html">Publication</a>].
<br><br>
<h3>中文论文</h3>
<ol>
<li>涂存超, 杨成, <b>刘知远</b>, 孙茂松. 网络表示学习综述. <i>中国科学 信息科学</i>, 2017. [<A HREF="publications/sc2017_nrl.pdf" target=_blank>pdf</A>]
<li><b>刘知远</b>, 孙茂松, 林衍凯, 谢若冰. 知识表示学习研究进展. <i>计算机研究与发展, 2016</i>. [<A HREF="publications/knowledge_2016.pdf" target=_blank>pdf</A>]
<li><b>刘知远</b>, 张乐, 涂存超, 孙茂松. 中文社交媒体谣言统计语义分析. <i>中国科学 信息科学</i>, 45(12): 1536-1546, 2015. [<A HREF="publications/rumor2015.pdf" target=_blank>pdf</A>][<A HREF="http://info.scichina.com/sciF/CN/abstract/abstract519542.shtml" target=_blank>link</A>][<A HREF="datasets/weibo_rumors.xlsx" target=_blank>data</A>][news <A HREF="http://blog.sciencenet.cn/blog-528739-949685.html" target=_blank>科学网</A>, <A HREF="http://chinese.eurekalert.org/zh/pub_releases/2016-01/scp-saq011116.php" target=_blank>Eurekalert</A>]
<li>刘扬, <b>刘知远</b>, 孙茂松. 面向语义变迁分析的多向量表示词义模型. <i>全国社会媒体处理大会 (SMP 2015), 2015</i>.
<li>匡冲, <b>刘知远</b>, 孙茂松. 微博转发者的个性化排序. <i>第20届中国信息检索学术会议 (CCIR 2014), 山东大学学报(理学版), Vol. 49, No. 11, pp. 1-7</i>.
<li>孙茂松, 刘挺, 姬东鸿, 穗志方, 赵军, 张钹, 吾守尔斯拉木, 俞士汶, 朱军, 李建民, 刘洋, 王厚峰, 吐尔根, 刘群, <b>刘知远</b>. 语言计算的重要国际前沿. <i>中文信息学报</i>, Vol. 28, No. 1, pp. 1-8, 2014.
<li>涂存超, <b>刘知远</b>, 孙茂松. 社会媒体用户标签的分析与推荐. <i>图书情报工作</i>. Vol. 57, No. 23, pp. 24-30.
<li>唐家渝, <b>刘知远</b>, 孙茂松. 文本可视化研究综述. <i>计算机辅助设计与图形学学报</i>, Vol. 25, No. 3, 2013.
<li>李莉, <b>刘知远</b>, 孙茂松. 基于中英平行专利语料的短语复述自动抽取研究. <i>中文信息学报</i>, Vol. 27, No. 6, 2013.
<li>郑亚斌, 曹嘉伟, <b>刘知远</b>, 孙茂松. 基于最大匹配和马尔科夫模型的对联系统. <i>第四届全国学生计算语言学研讨会</i>, 2008. [<A HREF=publications/swcl2008.pdf>pdf</A>]
<li><b>刘知远</b>, 郑亚斌, 孙茂松. 汉语依存句法网络的复杂网络性质. <i>复杂系统与复杂性科学</i>, Vol. 5, No. 2, pp. 37-45, 2008. [<A HREF=publications/chinese_syntactic_dependency_network_cscs2008.pdf>pdf</A>]
<li><b>刘知远</b>, 孙茂松. 汉语词同现网络的小世界效应和无标度特性. <i>中文信息学报</i>, Vol. 21, No. 6, pp. 52-57, 2007. [<A HREF=publications/chinese_cooccurrence_small_world2007.pdf>pdf</A>]
<li>郑亚斌, <b>刘知远</b>, 孙茂松. 中文歌词的统计特征及其检索应用. <i>第9届全国计算语言学学术会议 (CNCCL 2007)</i>. <i>中文信息学报</i>, Vol. 21, No. 5, pp. 61-67, 2007. [<A HREF=publications/chinese_lyrics_cnccl2007.pdf target=_blank>pdf</A>]
<li><b>刘知远</b>, 司宪策, 郑亚斌, 孙茂松. 中文博客标签的若干统计性质. <i>第七届中文处理国际会议 (ICCC 2007)</i>, 2007. [<A HREF=publications/chinese_blog_tag_iccc2007.pdf>pdf</A>]
<li><b>刘知远</b>, 孙茂松. 基于 WEB 的计算机领域新术语的自动检测. <i>第9届全国计算语言学学术会议 (CNCCL 2007)</i>, 2007. [<A HREF=publications/web_based_new_term_detection_cnccl2007.pdf target=_blank>pdf</A>]
</ol>
<h3>In English</h3>
<ol>
<li>Cunchao Tu, Cheng Yang, <b>Zhiyuan Liu</b>, Maosong Sun. Network Representation Learning: An Overview. <i>Science China: Information Sciences</i>, 2017. (In Chinese). [<A HREF="publications/sc2017_nrl.pdf" target=_blank>pdf</A>]
<li><b>Zhiyuan Liu</b>, Maosong Sun, Yankai Lin, Ruobing Xie. Knowledge Representation Learning: A Review. <i>Journal of Computer Research and Development, 2016</i>. (In Chinese) [<A HREF="publications/knowledge_2016.pdf" target=_blank>pdf</A>]
<li><b>Zhiyuan Liu</b>, Le Zhang, Cunchao Tu, Maosong Sun. Statistical and semantic analysis of rumors in Chinese social media. <i>Scinece China Information Sciences</i>, 45(12): 1536-1546, 2015. (In Chinese) [<A HREF="publications/rumor2015.pdf" target=_blank>pdf</A>][<A HREF="http://info.scichina.com/sciF/CN/abstract/abstract519542.shtml" target=_blank>link</A>][<A HREF="datasets/weibo_rumors.xlsx" target=_blank>data</A>]
<li>Yang Liu, <b>Zhiyuan Liu</b>, Maosong Sun. Representation Learning of Evolutionary Word Senses. <i>National Conference of Social Media Processing (SMP 2015), 2015</i>. (In Chinese)
<li>Chong Kuang, <b>Zhiyuan Liu</b>, Maosong Sun. Personalized Ranking of Microblogging Forwarders. <i>The 20th China Conference on Information Retrieval (CCIR 2014), Journal of Shandong University (Natural Science), Vol. 49, No. 11, pp. 1-7</i>. (In Chinese)
<li>Maosong Sun, Ting Liu, Donghong Ji, Zhifang Sui, Jun Zhao, Bo Zhang, Silamu Wushouer, Shiwen Yu, Jun Zhu, Jianmin Li, Yang Liu, Houfeng Wang, Ibrahim Turgun, Qun Liu, <b>Zhiyuan Liu</b>. Frontiers of Language Computing. <i>Journal of Chinese Information Processing</i>, Vol. 28, No. 1, pp. 1-8, 2014. (In Chinese)
<li>Cunchao Tu, <b>Zhiyuan Liu</b>, Maosong Sun. Analysis and Recommendation of Social Media User Tags. <i>Library and Information Service</i>. Vol. 57, No. 23, pp. 24-30. (In Chinese)
<li>Jiayu Tang, <b>Zhiyuan Liu</b>, Maosong Sun. A Survey of Text Visualization. <i>Journal of Computer-Aided Design and Computer Graphics</i>, Vol. 25, No. 3, 2013. (In Chinese) [<A HREF="">pdf</A>]
<li>Li Li, <b>Zhiyuan Liu</b>, Maosong Sun. Automatically Extracting Phrase-level Paraphrases from Chinese-English Parallel Patents. <i>Journal of Chinese Information Processing</i>, Vol. 27, No. 6, 2013. (In Chinese)
<li><b>Zhiyuan Liu</b>, Yabin Zheng, Maosong Sun. Complex Network Properties of Chinese Syntactic Dependency Network. <i>Journal of Complex Systems and Complexity Science</i>, Vol. 5, No. 2, pp. 37-45, 2008. (In Chinese) [<A HREF=publications/chinese_syntactic_dependency_network_cscs2008.pdf>pdf</A>]
<li><b>Zhiyuan Liu</b>, Maosong Sun. Chinese Word Co-occurrence Network: Its Small World Effect and Scale-free Property. <i>Journal of Chinese Information Processing</i>, Vol. 21, No. 6, pp. 52-57, 2007. (In Chinese) [<A HREF=publications/chinese_cooccurrence_small_world2007.pdf>pdf</A>]
<li>Yabin Zheng, <b>Zhiyuan Liu</b>, Maosong Sun. Statistical Features of Chinese Song Lyrics and Its Application to Retrieval. <i>The 9th Chinese National Conference on Computational Linguistics (CNCCL 2007)</i>. <i>Journal of Chinese Information Processing</i>, Vol. 21, No. 5, pp. 61-67, 2007. (In Chinese) [<A HREF=publications/chinese_lyrics_cnccl2007.pdf target=_blank>pdf</A>]
<li>Yabin Zheng, Jiawei Cao, <b>Zhiyuan Liu</b>, Maosong Sun. Couplet System Based on Maximum Matching and Markov Model. <i>The 4th Students' Workshop on Computational Linguistics (SWCL 2008)</i>, 2008. (In Chinese) [<A HREF=publications/swcl2008.pdf>pdf</A>]
<li><b>Zhiyuan Liu</b>, Xiance Si, Yabin Zheng, Maosong Sun. Statistical Properties of Tagging System on Chinese Blogs. <i>International Conference on Chinese Computing (ICCC 2007)</i>, 2007. (In Chinese) [<A HREF=publications/chinese_blog_tag_iccc2007.pdf>pdf</A>]
<li><b>Zhiyuan Liu</b>, Maosong Sun. Web-Based Automatic Detection for IT New Terms. <i>The 9th Chinese National Conference on Computational Linguistics (CNCCL 2007)</i>, 2007. (In Chinese) [<A HREF=publications/web_based_new_term_detection_cnccl2007.pdf target=_blank>pdf</A>]
</ol>
<h3>国内专利</h3>
<ol>
</ol>
<h3>出版专著</h3>
<ol>
<li><b>刘知远</b>, 崔安颀等. 大数据智能：互联网时代的机器学习和自然语言处理技术. 北京：电子工业出版社, 2016年1月第1版，ISBN：9787121276484. [<a href="books/bdi_2016.html" target=_blank>简介</a>]
</ol>
<h3>科普文章</h3>
<ol>
<li><b>刘知远</b>, 孙茂松. 科技追梦 语言科技给力；“创世记”新传. 语言与国家，商务印书馆.
<li><b>刘知远</b>, 马少平. 自然语言处理. 10000个科学难题，科学出版社.
</ol>
<h3>翻译著作</h3>
<ol>
<li>李蓝，<b>刘知远</b>. 智能时代. 中国华侨出版社，2014年7月出版. 本书译自杰夫.霍金斯 和 桑德拉.布拉克斯莉 的《On Intelligence》. [<A HREF="http://book.douban.com/subject/25926823/" target=_blank>link</A>]
<li>柳春洋，<b>刘知远</b>. 计算机科学研究的发展趋势. 中国计算机学会通讯，2013年11月. 本文译自《Communications of the ACM》杂志2013年第10期的“Trends in Computer Science Research”. [<A HREF="http://www.ccf.org.cn/resources/1190201776262/2013/11/15/12.pdf" target=_blank>pdf</A>]
<li><b>刘知远</b>. 机器学习那些事. 中国计算机学会通讯，2012年11月. 本文译自《Communications of the ACM 》杂志2012年第10期的“A Few Useful Things to Know About Machine Learning”. [<A HREF="http://www.ccf.org.cn/resources/1190201776262/2012/11/16/16.pdf" target=_blank>pdf</A>]
<li><b>刘知远</b>，张开旭，孙茂松. 搜索需要一场变革. 中国计算机学会通讯，2011年10月. 译自《Nature》杂志第 476卷文章“Search needs a shake-up translation” (04 August 2011) [<A HREF="http://www.ccf.org.cn/resources/1190201776262/2011/10/17/14.pdf" target=_blank>pdf</A>]
</ol>
<h3>学位论文</h3>
<ul>
<li>博士论文：基于文档主题结构的关键词抽取方法研究，2011. [<A HREF=publications/phd_thesis.pdf target=_blank>pdf</A>][<A HREF=publications/phd_slides.pdf>slides</A>]
<li>硕士论文: 汉语复杂网络研究与应用，2008. [<A HREF=publications/master_thesis.pdf target=_blank>pdf</A>]
<li>学士论文: 基于WEB的计算机领域新术语的自动检测，2006. [<A HREF=publications/bachelor_thesis.pdf target=_blank>pdf</A>] [<A HREF=publications/bachelor_thesis_slide.pdf target=_blank>slides</A>]
</ul>
</section>
<section>
更新时间：2016年11月23日.
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