Research Interests

My research areas are artificial intelligence and natural language processing (NLP). My research with students and colleagues has been in discourse processing, pragmatics, word-sense disambiguation, and probabilistic classification in NLP. A major concentration of our research is "subjectivity analysis", recognizing and interpretating expressions of opinions and sentiments in text, to support NLP applications such as question answering, information extraction, text categorization, and summarization.

Publications, Corpora, Software, and Bibliography

A new version of the MPQA corpus was released January 2009 which includes attitude annotations (such as positive and negative sentiments and arguing) as well as target span annotations. Both versions are available at the link below.

As of September 2009, the mpqa release also includes the gold standard manual subjectivity sense annotations used in Wiebe and Mihalcea ACL 2006, as well as the larger set of annotations used in Gyamfi, Wiebe, Mihalcea NAACL 2009.

Click here for publications

Bibliography of work in subjectivity and sentiment analysis: .bib file and .html table

The MPQA opinion annotated corpus, OpinionFinder system our subjectivity lexicon including prior polarity/sentiment annotations, and our subjectivity sense annotations are available at http://www.cs.pitt.edu/mpqa

Click here for tutorials and extended talks.

Current Course

Recent Activities

Area Chair in Sentiment Analysis, NAACL 2010.

Program Co-Chair, ACL-IJCNLP 2009.

Other recent program committees : EMNLP09; ACL08 (Area Chair); AAAI08; COLING08; EMNLP07 (Area Chair); ACL 2007 Workshop on Frontiers in Linguistically Annotated Corpora (Co-Chair); ACL07; IJCAI07; AAAI07; NAACL07; International Conference on Weblogs and Social Media (ICWSM) 2007; ACL07 Student Research Workshop.

Recent Invited Talks: FLAIRS, May 2009; University of Edinburgh, June 2009; University of Osnabrück, June 2009; Institute for Infocomm Research, Singapore, August 2009.

Theresa Wilson graduated with her PhD, April 2008. Here is her dissertation: Fine-Grained Subjectivity Analysis

Current Projects

Professional Activities

Click here for professional activities.

Interesting Links