Biographical Sketch :
I went to Brown University as an undergraduate and graduated with a Sc.B (with honors)
in 1999. After that, I went to Johns Hopkins and recieved a Masters' degree (Fall 2004)
and a Ph.D (Spring 2006). Along
the way, I worked in the 2000 Summer Workshop at CLSP, and spent 2001 in an internship
at MITRE (in Bedford). I also served as the co-chair for the ACL-02 SRW, and
taught a short course on conversational interfaces. I am now a post-doctoral
fellow at the University of Massachusetts/Amherst. (CV in [pdf])
Interests :
Mann-Machine Interfaces. Natural Language Processing. Machine Learning.
Selected Publications:
- Gideon S. Mann, Andrew McCallum, "Simple, Robust, Scalable Semi-supervised Learning via Expectation Regularization". ICML. 2007. [pdf]
- Gideon S. Mann, "Multi-Document Relationship Fusion via Constraints on Probabilistic Databases". HLT/NAACL. 2007. [pdf]
- Gideon S. Mann, David Yarowsky, "Multi-Field Information Extraction and Cross-Document Fusion", ACL, 2005 [pdf]
- Gideon S. Mann, David Yarowsky, "Unsupervised Personal Name Disambiguation", CoNLL, Edmonton, Canada, 2003 [pdf]
- Gideon S. Mann, "Learning How to Answer Questions using Trivia Games", COLING 2002, Taipei, Taiwan [pdf,ps]
- Marc Light, Gideon S. Mann, Ellen Riloff, Eric Breck, "Analyses for Elucidating Current Question Answering Technology", JNLE, 2001, 7:4, pp 325-342 [pdf,ps]
- Gideon S. Mann and David Yarowsky "Multipath Translation Lexicon Induction via Bridge Languages", NAACL 2001 [ps, pdf]
Complete Publications
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