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Gideon S. Mann

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affiliation: Johns Hopkins University, USA

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2010 – 2019

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2010
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Gideon S. Mann, Andrew McCallum:
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data. J. Mach. Learn. Res. 11: 955-984 (2010)
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Nicholas Morsillo, Gideon S. Mann, Christopher J. Pal:
YouTube Scale, Large Vocabulary Video Annotation. Video Search and Mining 2010: 357-386

2000 – 2009

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2009
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Gregory Druck, Gideon S. Mann, Andrew McCallum:
Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria. ACL/IJCNLP 2009: 360-368
2008
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Gideon S. Mann, Andrew McCallum:
Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields. ACL 2008: 870-878
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Gregory Druck, Gideon S. Mann, Andrew McCallum:
Learning from labeled features using generalized expectation criteria. SIGIR 2008: 595-602
2007
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Gideon S. Mann, Andrew McCallum:
Simple, robust, scalable semi-supervised learning via expectation regularization. ICML 2007: 593-600
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Gideon S. Mann, Andrew McCallum:
Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields. HLT-NAACL (Short Papers) 2007: 109-112
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Gideon S. Mann:
Multi-Document Relationship Fusion via Constraints on Probabilistic Databases. HLT-NAACL 2007: 332-339
2006
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Gideon S. Mann, David M. Mimno, Andrew McCallum:
Bibliometric impact measures leveraging topic analysis. JCDL 2006: 65-74
2005
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Gideon S. Mann, David Yarowsky:
Multi-Field Information Extraction and Cross-Document Fusion. ACL 2005: 483-490
2003
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Gideon S. Mann, David Yarowsky:
Unsupervised Personal Name Disambiguation. CoNLL 2003: 33-40
2002
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Gideon S. Mann:
Learning How to Answer Questions Using Trivia Games. COLING 2002
2001
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Marc Light, Gideon S. Mann, Ellen Riloff, Eric Breck:
Analyses for elucidating current question answering technology. Nat. Lang. Eng. 7(4): 325-342 (2001)
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Gideon S. Mann, David Yarowsky:
Multipath Translation Lexicon Induction via Bridge Languages. NAACL 2001
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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 Engine. CoRR cs.CL/0107006 (2001)

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