Miao Fan
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\name{Miao Fan \footnote{\url {http://scholar.google.com/citations?user=aPlHReAAAAAJ&hl=en}} \vspace*{.1in}}
\begin{resume} \section{\sc Contact Information} \vspace{.05in} \begin{tabular}{@{}p{2in}p{4in}} (1) 41-35 Elbertson St, Elmhurst, & {\it Phone:} (1) 1(347)891-8622 (U.S.) \\
NY 11373, U.S. & 2015年5月14日 (四) 00:39 (CEST)Fanmiao(讨论) 2015年5月14日 (四) 00:39 (CEST) (2) +8613581700448 (China) \\
(2) FIT, Tsinghua University, & {\it E-mail:} fanmiao.cslt.thu@gmail.com\\ Beijing, 100084, P.R. China. & {\it WWW:} \url {https://goo.gl/XoQBmL} \\
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\section{\sc Research Interests}
{\bf Text Mining \& Natural Language Processing}
\begin{itemize}
\item Information Extraction
\end{itemize}
\section{\sc Education} {\bf New York University}, New York, U.S.A. \hfill {\bf March 2015 - March 2016} \begin{list1} \item[] Joint-Supervision Ph.D. Candidate, Computer Science. \item[] Part Time Junior Research Scientist, Courant Institute of Mathematical Sciences. \begin{list2} \vspace*{.05in} \item Research Topic: ``Large-scale Entity Relation Extraction based on Low-dimensional Representations (Proteus Project)\footnote{\url{http://nlp.cs.nyu.edu/index.shtml}}. \item Advisor: Prof. Ralph Grishman\footnote{\url{http://scholar.google.com/citations?user=blwKAkUAAAAJ}} \end{list2} \vspace*{.05in} \end{list1} {\bf Tsinghua University}, Beijing, P.R. China.\hfill {\bf September 2012 - June 2017 (expected)}
\begin{list1} \item[] Ph.D. Candidate, Computer Science. \begin{list2} \vspace*{.05in} \item Dissertation Topic: ``Large-scale Entity Relation Extraction based on Low-dimensional Representations\footnote{\url{http://pan.baidu.com/s/1gdparNP}}. \item Co-advisors: Prof. Thomas Fang Zheng\footnote{\url{http://scholar.google.com/citations?user=H3MX_8IAAAAJ&hl=en}}and Prof. Qiang Zhou\footnote{\url{http://cslt.riit.tsinghua.edu.cn/~qzhou/eng/index.htm}}. \end{list2} \vspace*{.05in} \end{list1}
\vspace*{-2.0mm} {\bf Beijing University of Posts and Telecommunications} \hfill {\bf September 2008 - June 2012}
\begin{list1} \item[] B.Eng., Software Engineering. \begin{list2} \vspace*{.05in}
\item Dissertation Topic: ``Chinese Natural Question Generation Based on Wiki Knowledge,\\ {\bf Best B.Eng. Dissertation Award}. \item Advisor: Prof. Guoshi Wu\footnote{\url{http://baike.baidu.com/view/9021485.htm}}. \item GPA: {\bf 95.4}/100 (Rank {\bf 1}/97). \end{list2} \end{list1}
\section{\sc Publications} {\bf Miao Fan}, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman. Probabilistic Belief Embedding for Large-scale Knowledge Population. \footnote{\url{http://cslt.riit.tsinghua.edu.cn/mediawiki/images/8/80/Probabilistic_Belief_Embedding_for_Large-scale_Knowledge_Population.pdf}} ACM Transactions on Knowledge Discovery from Data ({\it ACM TKDD}). Full paper submitted.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman. Large Margin Nearest Neighbor Embedding for Knowledge Representation.\footnote{\url{http://arxiv.org/pdf/1505.02433v1.pdf}} Conference on Empirical Methods in Natural Language Processing ({\it EMNLP'15}). Full research paper submitted.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou and Thomas Fang Zheng. Learning Embedding Representations for Imperfect Knowledge Repository.\footnote{\url{http://arxiv.org/pdf/1503.08155v1.pdf}} The 24th ACM International Conference on Information and Knowledge Management ({\it CIKM'15}). Full research paper submitted.
\vspace*{-2.0mm} {\bf Miao Fan}, Kai Cao, Yifan He, Ralph Grishman. Jointly Embedding Relations and Mentions for Knowledge Population.\footnote{\url{http://arxiv.org/pdf/1504.01683v1.pdf}} The 10th Recent Advances in Natural Language Processing ({\it RANLP'15}). Poster submitted.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman. Large Margin Nearest Neighbor Embedding for Knowledge Representation.\footnote{\url{http://arxiv.org/pdf/1504.01684v1.pdf}} The 2015 IEEE/WIC/ACM Web Intelligence Conference ({\it WI'15}). Full paper submitted.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou, Deli Zhao, Thomas Fang Zheng, Edward Y. Chang. Distant Supervision for Entity Linking.\footnote{\url{http://pan.baidu.com/s/1ntyX0iH}} The 17th Asia Pacific Web Conference ({\it APWEB'15}). Full paper submitted.
\vspace*{-2.0mm} {\bf Miao Fan}, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang. Distant Supervision for Relation Extraction with Matrix Completion.\footnote{\url{http://arxiv.org/abs/1411.4455}} The 52th Annual Meeting of the Association for Computational Linguistics ({\it ACL'14}). Full paper, oral presentation.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou, Emily Chang, Thomas Fang Zheng. Transition-based Knowledge Graph Embedding with Relational Mapping Properties.\footnote{\url{http://pan.baidu.com/s/1pJqLPIb}} The 28th Pacific Asia Conference on Language, Information and Computing ({\it PACLIC'14}). Full paper, oral presentation.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou, Thomas Fang Zheng. Mining the Personal Interests of Microbloggers via Exploiting Wikipedia Knowledge.\footnote{\url{http://pan.baidu.com/s/1bntmkpx}} 15th International Conference on Intelligent Text Processing and Computational Linguistics ({\it CICLing'14}). Full paper, poster presentation.
\vspace*{-2.0mm} {\bf Miao Fan}, Qiang Zhou, Thomas Fang Zheng. Content-based Semantic Tag Ranking for Recommendation.\footnote{\url{http://pan.baidu.com/s/1kT41lyf}} The 2012 IEEE/WIC/ACM International Conference on Web Intelligence ({\it WI'12}), pp. 292-296. Short paper, oral presentation.
\vspace*{-2.0mm} {\bf Miao Fan}, Yingnan Xiao, Qiang Zhou. Bringing the Associative Ability to Social Tag Recommendation.\footnote{\url{http://pan.baidu.com/s/1o6wn7lg}} {\it ACL'12 Workshop} on Graph-based Methods for Natural Language Processing, pp. 44-54. Workshop paper, oral presentation.
\vspace*{-2.0mm} {\bf Miao Fan}, Guoshi Wu. Aspect Opinion Mining on Customer Reviews.\footnote{\url{http://pan.baidu.com/s/1jGj47dG}} Proceedings of the 2011 International Conference on Informatics, Cybernetics, and Computer Engineering ({\it ICCE'11}) November 19–20, 2011, Melbourne, Australia. Advances in Intelligent and Soft Computing Volume 112, 2012, pp 27-33. \section{\sc Academic Experience} {\bf Enterprises Information Laboratory}, Beijing University of Posts and Telecommunications.
\vspace{-.3cm} {\em Team leader} \hfill {\bf April, 2009 - May, 2011}\\ Studying on developing {\em Feature-Opinion Recommender System}\footnote{\url{http://pan.baidu.com/s/1jGj47dG}} funded by the National Innovative Experimental Program.\\ Advisor: Prof. Guoshi Wu.
{\bf Natural Language Processing and Computational Social Science Lab}, Tsinghua University.
\vspace{-.3cm} {\em Group member} \hfill {\bf May, 2011 - December, 2011}\\ Studying on social tagging at Sina micro-blog platform.\\ Advisor: Prof. Maosong Sun\footnote{\url{http://scholar.google.com/citations?user=zIgT0HMAAAAJ&hl=en}} and Dr. Zhiyuan Liu\footnote{\url{http://scholar.google.com/citations?user=dT0v5u0AAAAJ}}.
\vspace*{-2.0mm} {\bf The Association for Computational Linguistics}.
\vspace{-.3cm}
{\em Member} \hfill {\bf June, 2012 - Present}
{\bf Center for Speech and Language Technology}, Tsinghua University.
\vspace{-.3cm} {\em Ph. D. candidate} \hfill {\bf September, 2012 - Present}\\ Exploring large scale knowledge extraction approaches which can be applied to build entity-based search engine or Goolge Knowledge Graph. Advisor: Prof. Thomas Fang Zheng and Prof. Qiang Zhou.
\vspace{-.3cm} Founder of DolphinNLP Group\footnote{\url{http://www.dolphinnlp.com}} and leader of Social Card Project\footnote{\url{http://www.dolphinnlp.com/SocialCard\_OutStation}}.
{\bf C++ Programming}, Tsinghua University.
\vspace{-.3cm} {\em Teacher Assistant} \hfill {\bf September, 2014 - January, 2015}\\
\section{\sc Professional Experience}
{\bf Hulu Inc.}, Beijing, P.R. China.
\vspace{-.3cm} {\bf Research intern} \hfill {\bf April, 2013 - June, 2013}\\ \begin{itemize}
\item {\em Brief Intro}: Researcher and computer model developer for extracting relation instances from movie plots. \item {\em Programming Language}: \texttt{Python}. \item {\em Supervisor}: Post Dr. Tao Xiong.
\end{itemize}
{\bf Microsoft Research Asia, Machine Learning Group\footnote{\url{http://research.microsoft.com/en-us/groups/ml/}}}, Beijing, P.R. China.
\vspace{-.3cm} {\bf Research intern} \hfill {\bf April, 2014 - July, 2014}\\
\begin{itemize} \item {\em Brief Intro}: Studying the link prediction in large-scale incomplete knowledge base, i.e. Freebase and WordNet, based on the low-dimensional embedding representation of entities and relationships without extra free texts. Developing parallel algorithms for large-scale knowledge embedding under the Microsoft Cosmos System\footnote{\url{http://blogs.msdn.com/b/seliot/archive/2010/11/05/cosmos-petabytes-perfectly-processed-perfunctorily.aspx}}. \item {\em Programming Language}: \texttt{C++, C\#, Microsoft-SCOPE (Cosmos)}. \item {\em Supervisor}: Associate Researcher Jianwen Zhang\footnote{\url{http://research.microsoft.com/en-us/people/jiazhan/}}. \end{itemize}
{\bf Baidu Inc., Natural Language Group}, Beijing, P.R. China.
\vspace{-.3cm} {\bf Research intern} \hfill {\bf November, 2014 - January, 2015}\\
\begin{itemize} \item {\em Brief Intro}: R\&D for Baidu Chatbot (Smart Search) System\footnote{http://baike.baidu.com/view/14785371.htm?fr=aladdin}. Modeling/designing multi-round dialogue algorithms/system for chatbot. \item {\em Programming Language}: \texttt{C++}. \item {\em Supervior}: Senior Researcher Shiqi Zhao\footnote{\url{http://ir.hit.edu.cn/~zhaosq/}} and Researcher Rui Yan\footnote{\url{https://sites.google.com/site/ruiyan516/}}. \end{itemize}
{\bf Bosch Research}, Palo Alto, CA. U.S.
\vspace{-.3cm} {\bf Research intern} \hfill {\bf June, 2015 - August, 2015}\\ \begin{itemize}
\item {\em Brief Intro}: Building an Information Extraction module that can be applied to large-scale datasets to populate structured forms of information such as knowledge graph or a relational database. \item {\em Programming Language}: \texttt{Unknown}. \item {\em Supervisor}: Senior Research Engineer, Doo Soon Kim\footnote{\url{https://sites.google.com/site/2soonk/}}.
\end{itemize}
\section{\sc Honors and Awards}
HUAWEI Ph.D. Fellowship (RMB 10,000), 2014.
\vspace*{-2.0mm}
RIIT Graduate Research Award (RMB 3,000), Tsinghua University, 2014.
\vspace*{-2.0mm} Excellent Graduate Award in Tsinghua University, 2013.
\vspace*{-2.0mm} National Scholarship for Undergraduates (RMB 8,000), 2011.
\vspace*{-2.0mm} The IBM Chinese Excellent Undergraduate Scholarship (RMB 4,000), 2011.
\vspace*{-2.0mm} Excellent Undergraduate Award in Beijing, P.R. China, 2011.
\vspace*{-2.0mm} Excellent Academic Paper Award of 11th Creative Award in Beijing University of Posts and Telecommunications, 2011.
\vspace*{-2.0mm} Excellent Leader Award of National Innovative Experimental Program, 2011.
\vspace*{-2.0mm} MCM/ICM (Mathematical Contest in Modeling/ Interdisciplinary Contest in Modeling) {\bf Meritorious Winner} (First Prize), 2011.
\vspace*{-2.0mm} ``Tang Jun-Sun Chunlan Enterprise Scholarship (RMB 5,000), 2011.
\section{\sc Hobbies}
Swimming, playing table tennis and the piano.
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