"Diagnosing Latency in Multi-Tier Black-Box Systems", Krzystof Ostrowski, Gideon Mann, Mark Sandler. LADIS. [pdf]
"Modeling the Parallel Execution of Black-Box Services", Gideon Mann, Mark Sandler, Darja Krushevskaja, Sudipto Guha, Eyal Even-dar. USENIX/HotCloud. [pdf]
2010
"Distributed Training Strategies for the Structured Perceptron", Ryan McDonald, Keith Hall, Gideon Mann. HLT-NAACL. [pdf]
"Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data", Gideon Mann, Andrew McCallum. JMLR. [pdf]
"MapReduce/Bigtable for Distributed Optimization", Keith Hall, Scott Gilpin, Gideon Mann. NIPS Workshop/LCCC. [pdf] [ppt]
2009
"Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models". Gideon Mann, Ryan McDonald, Mehryar Mohri, Nathan Silberman, Daniel Walker. NIPS. [pdf][poster pdf]
"Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria". Greg Druck, Gideon S. Mann, Andrew McCallum. ACL-IJCNLP [pdf]
"YouTube Scale, Large Vocabulary Video Annotation", Nicholas Morsillo, Gideon Mann, Chris Pal. in "Video Search and Mining" eds. [pdf]
2008
"Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields". Gideon S. Mann, Andrew McCallum. ACL [pdf]
"Learning to Classify from Labeled Features". Gregory Druck, Gideon S. Mann, Andrew McCallum. SIGIR [pdf]
2007
"Simple, Robust, Scalable
Semi-supervised Learning via Expectation Regularization". Gideon S. Mann, Andrew McCallum. ICML. [pdf]
"Multi-Document Relationship Fusion via Constraints on Probabilistic Databases". Gideon S. Mann. HLT/NAACL. [pdf]
"Efficient Computation
of Entropy Gradient for Semi-Supervised Conditional Random Fields". Gideon S. Mann, Andrew McCallum.
HLT/NAACL (short). [pdf]
"Penn/UMass/CHOP BiocreativeII Systems". Kuzman Ganchez, Koby Crammer, Fernando Pereira, Gideon
Mann, Kedar Bellare, Andrew McCallum, Steven Carroll, Yang Jin, and
Peter White. BiocreativeII
Evaluation Workshop. [pdf]
"Putting
Semantic Information Extraction on the Map". Chris Pal, Gideon S. Mann, Richard Minerich, AAAI Workshop on
Information Integration on the Web. [pdf]
"Leveraging Existing Resources using Generalized Expectation Criteria". Gregory Druck, Gideon S. Mann, Andrew McCallum, NIPS Workshop on Learning Problem Design. [pdf]
"Reducing Annotation Effort using Generalized Expectation Criteria". Gregory Druck, Gideon S. Mann, Andrew McCallum, University of Massachusetts Amherst Tech Report 07-62. [pdf]
"Generalized Expectation Criteria". Andrew McCallum, Gideon S. Mann, Gregory Druck. University of Massachusetts Amherst Tech Report 07-60
2006
"Bibliometric Impact Measures Leveraging Topic Analysis".Gideon S. Mann, David Mimno, Andrew McCallum. JCDL. [pdf]
"Multi-Document Statistical Fact Extraction and Fusion". Gideon S. Mann, Ph.D. Thesis. [pdf]
"Cascaded Information Synthesis for Timeline Construction". Gideon
S. Mann,
Technical Report, University of Massachusetts IR-501. [pdf]
"Reverse-Engineering
Question/Answer Collections from Ordinary Text". Ellen
Riloff, Gideon S. Mann, Bill Philips, in "Advan ces in
Open-Domain Question Answering", Tomek Strzalkowski and Sanda
Harabagiu, editors.
2005
"Multi-Field Information Extraction and Cross-Document Fusion". Gideon S. Mann, David Yarowsky, ACL. [pdf]
2003
"Unsupervised Personal Name Disambiguation". Gideon S. Mann, David Yarowsky, CoNLL. [pdf]
"Bootstrapping toponym classifiers". David
A. Smith, Gideon S. Mann, Workshop
on geographic name disambiguation. [pdf]
2002
"Learning How to Answer Questions using Trivia Games". Gideon S. Mann, COLING. [pdf]
"Fine-Grained Proper Noun Ontologies for Question Answering". Gideon
S. Mann . [pdf ]
2001
"Analyses for Elucidating Current Question
Answering Technology". Marc Light, Gideon S. Mann, Ellen
Riloff, Eric Breck, Journal of Natural Language Engineering, 7:4 [pdf]
"Multipath Translation Lexicon Induction via Bridge Languages". Gideon S. Mann and David Yarowsky NAACL [pdf]
"A Statistical
Method for Short Answer Extraction". Gideon S. Mann Workshop on Open-Domain Question
Answering at ACL [pdf]
"Looking Under the Hood: Tools for Diagnosing
your Question Answering System". Eric Breck, Marc
Light, Gideon S. Mann, Ellen Riloff, Brianne Brown, Pranav Anand, Mats
Rooth, Michael Thelen Workshop on Open-Domain Question
Answering at ACL [pdf]
