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, and word-sense disambiguation. 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 resources link below.

Click here for publications

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

Click HERE for downloadable resources, including the MPQA opinion annotated corpus, OpinionFinder system, subjectivity lexicon, including prior polarity/sentiment annotations, and subjectivity sense annotations

Teaching

Recent Activities

Area Co-Chair, Social Media and Sentiment Analysis, ACL 2012

Action Editor, for the new journal, Transactions of the ACL. TACL is a fairly dramatic change in the ACL publication model. TACL will publish conference-length papers, with fast turnaround reviews, but with journal-style reviewing (in particular, a revise and resubmit option), and with rolling submissions (submissions allowed on the first day of every month). Papers accepted at TACL will be eligible for presentation at the ACL main conference.

Pitt's 255 Anniversary: Science and Technology Highlights of the Intelligent Systems Program

Presenting a tutorial at ACL: Rada Mihalcea, Carmen Banea, Janyce Wiebe. Multilingual Subjectivity and Sentiment Analysis

Recent/Upcoming Invited Talks:

  • School of Communication and Information, Rutgers University, November 2011
  • UMIACS, University of Maryland, February 2012
  • Department of Computer Science, University of Memphis, April 2012
  • Sentiment Analysis Symposium , NYC, May 2012
  • IBM Watson Research Lab, Hawthorne, NY, May 2012
  • Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), ACL, South Korea, July 2012

Professional Activities

Click here for professional activities.

Interesting Links