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Research Interest

Natural Language Processing, Data Mining, Artificial Intelligence, Machine Learning

Particularly interested in:

  • Text Mining
  • Sentiment Analysis
  • Deep Learning
  • NLP Application

Selected Publications

Natural language processing conference papers on ACL, EMNLP, NAACL, COLING , etc.

Artificial intelligence conference papers on AAAI, IJCAI

Text mining and data mining conference papers on CIKM, ICDM, PAKDD

Journal papers: Knowledge and Information System, Journal of the American Medical Informatics Association, Journal of Computer Science and Technology, Bioinformatics, BMC Bioinformatics, Genome Biology

See paper list at here .

Or my papers in DBLP

Acadamic Services

PC member for ACL, EMNLP , EACL , NA-ACL , CIKM , IJCNLP , COLING , WWW , ECML/PKDD , ICDM , AAAI , IJCAI , ICMLA1

Area chair of opinion mining and sentiment analysis session of EMNLP 2011,EMNLP 2014

Reviewers of TKDE, TALIP; Associate Editor of BMC Bioinformatics, and reviewer of Bioinformatics

Research Activities

Track organizer of COAE 2015

Leading group on Chinese Opinion Analysis Evaluation challenge 2011 (COAE)

Leading group on bio-literature mining 2010 BioCreative II challenges

January 2010 - July 2010, NCBI, NIH, USA, visiting professor.

Leading group on document summarization in TAC 2009

Leading group on document summarization in Text Analysis Conference (TAC) 2008

October 2006, University of Hamburg, Germany, short-term visiting scholar.

Systems and Resources

A Chinese Review Mining system (cReviewMiner), with more than 5 million reviews of digital products, hotels and restaurants, and with APIs for accessing data and service.

A gene recognition and normalization system GeneTUKit . See the bioinformatics paper , source code at here. An invited application in Elsevier Scopus and ScienceDirect

A multi-document summarization system (the algorithm obtained top-performing results in TAC 2009) Source codes can be downloaded here.and see our ICDM paper.

A sentence compression model using first-order logic (with thebeast MLN engine).Source file here.

A corpus of CQA questions and answer summaries used in our ACL 2010 paper. download here.=== Mattia Tomasoni and Minlie Huang. Metadata-Aware Measures for Answer Summarization in Community Question Answering. ACL 2010, July 11–16, 2010. Uppsala, Sweden.