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, Andrew McCallum. "Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields". HLT/NAACL (short). 2007. [pdf]
Kuzman Ganchez, Koby Crammer, Fernando Pereira, Gideon Mann, Kedar Bellare, Andrew McCallum, Steven Carroll, Yang Jin, and Peter White. "Penn/UMass/CHOP BiocreativeII Systems." BiocreativeII Evaluation Workshop. 2007. [pdf]
Chris Pal, Gideon S. Mann, Richard Minerich, "Putting Semantic Information Extraction on the Map". AAAI Workshop on Information Integration on the Web. 2007
2006
Gideon S. Mann, David Mimno, Andrew McCallum. "Bibliometric Impact Measures Leveraging Topic Analysis." JCDL. 2006. [pdf]
Gideon S. Mann, "Multi-Document Statistical Fact Extraction and Fusion". Ph.D. Thesis. April 2006. [pdf]
Gideon S. Mann, "Cascaded Information Synthesis for Timeline Construction". Technical Report, University of Massachusetts IR-501, 2006. [pdf]
Ellen Riloff, Gideon S. Mann, Bill Philips, "Reverse-Engineering Question/Answer Collections from Ordinary Text", in "Advances in Open-Domain Question Answering", Tomek Strzalkowski and Sanda Harabagiu, editors. 2006
2005
Gideon S. Mann, David Yarowsky, "Multi-Field Information Extraction and Cross-Document Fusion", ACL 2005, [pdf]
2003
Gideon S. Mann, David Yarowsky, "Unsupervised Personal Name Disambiguation", CoNLL, Edmonton, Canada, 2003 [pdf]
CoNLL03-4People Personal Name Disambiguation Data (data)
David A. Smith, Gideon S. Mann, "Bootstrapping toponym classifiers", Workshop on geographic name disambiguation, Edmonton, Canada, 2003 [pdf]
2002
Gideon S. Mann, "Learning How to Answer Questions using Trivia Games", COLING 2002, Taipei, Taiwan [pdf,ps]
Gideon S. Mann, "Fine-Grained Proper Noun Ontologies for Question Answering", SemaNet'02: Building and Using Semantic Networks, Taipei, Taiwan, 2002 [pdf, ps]
2001
Marc Light, Gideon S. Mann, Ellen Riloff, Eric Breck, "Analyses for Elucidating Current Question Answering Technology", Journal of Natural Language Engineering, 2001, 7:4, pp 325-342 [pdf,ps]
Gideon S. Mann and David Yarowsky "Multipath Translation Lexicon Induction via Bridge Languages", NAACL 2001, Pittsburgh, PA [ps, pdf]
Gideon S. Mann "A Statistical Method for Short Answer Extraction", Workshop on Open-Domain Question Answering at ACL 2001, Toulouse, France [ps, pdf]
Eric Breck, Marc Light, Gideon S. Mann, Ellen Riloff, Brianne Brown, Pranav Anand, Mats Rooth, Michael Thelen "Looking Under the Hood: Tools for Diagnosing your Question Answering System", Workshop on Open-Domain Question Answering at ACL 2001, Toulouse, France [ps]
