Qingyu Yin (尹庆宇)

I am a Ph.D. student at Harbin Institute of Technology, advised by Prof. Ting Liu . My research interests lie in natural language processing and deep learning. I mainly focus on Chinese zero pronoun resolution problems.

Here is my Curriculum Vitae.

Publications

2017

Chinese Zero Pronoun Resolution with Deep Memory Network. [pdf]

Qingyu Yin, Yu Zhang, Weinan Zhang, Ting Liu.
Conference on Empirical Methods in Natural Language Processing, 2017 (EMNLP'17, long paper)

A Deep Neural Network for Chinese Zero Pronoun Resolution. [pdf] [bib]

Qingyu Yin, Weinan Zhang, Yu Zhang, Ting Liu.
International Joint Conference on Artificial Intelligence, 2017 (IJCAI'17, long paper)

Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution. [pdf] [bib]

Ting Liu, Yiming Cui, Qingyu Yin, Shijin Wang, Weinan Zhang, Guoping Hu.
Annual Meeting of the Association for Computational Linguistics, 2017 (ACL'17, long paper)

2014

Joint Model for Ellipsis Identification and Recovery. [pdf]

Qingyu Yin, Weinan Zhang, Yu Zhang, Ting Liu.
China Conference on Information Retrieval, 2014 (In Chinese) -- Best Student Paper

Internship Experience

Natural language processing engineer @Baidu,Beijing,China

Oct 2012 - May 2013

During my internship, I participated in the project named as "time-sensitive query detection". My responsibility was mining time-sensitive verbs from query log to provide information when detecting time-sensitive queries. And I also took part in the development of the Baidu's knowledge graph, which is known as "Baidu - Zhixin".

Participated Projects

Ellipsis recovery in dialogue with Sony Corporation

Oct 2013 - Mar 2014

We search on the ellipsis phenomenon in Chinese dialogues. My responsibility was detecting the zero pronouns (ZP) in sentences and resolving them into certain entities. To minimize the error accumulation when conducting these two steps in a sequential process, I propose a joint model approach, performs the ZP identification and resolution simultaneously in a unified framework.

Question-answering system with ZTE Corporation

Nov 2013 - Sep 2014

I was in charge of a domain-specific FAQ system for ZTE customer service robot, from scratch, including designing architecture, developing retrieval algorithm and designing user interface. I also integrate the coreference resolution module to expend and complement input questions. Our project won the ZTE outstanding project award within 300 projects.

Chatting Robot in WeChat

Mar 2015 - Present

We develop a chatting robot in the platform of WeChat (an instant messaging service application). I contributed to the question understanding engine by building a overt pronoun resolver.

Education

Ph.D. in student in Computer Science @Harbin Institute of Technology, Harbin, China

Mar 2015 - Present

Thesis Topic: Coreference resolution

M.S. in Computer Science @Harbin Institute of Technology, Harbin, China

Sep 2013 - Jan 2015

B.S. in Computer Science @Harbin Institute of Technology, Harbin, China

Sep 2009 - Jun 2013

Awards

Outstanding Thesis Award of Harbin Institute of Technology

2013

Bronze prize for the ACM competition of Heilongjiang province

2010

Merit Student of the Harbin Institution of Technology

2010

The Second Prize for the coding competition of HIT

2009

Interestes

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