Concepedia

Gideon Mann

GM

27

Publications

2.6K

Citations

22

H-Index

2001

Active since

Affiliations

Johns Hopkins University(Current)

Google (United States)

University of Massachusetts Amherst

Bloomberg (United States)

Harvard University Press

Gideon Mann is an author at Johns Hopkins University specializing in engineering, data science, and natural language processing.

Top concepts

EngineeringData ScienceText MiningNatural Language ProcessingKnowledge DiscoveryData MiningLanguageMachine LearningComputational LinguisticsLinguistics

Publications per year

2001–2019

27

Publications

27

Unsupervised personal name disambiguation

Gideon Mann, David Yarowsky · 2003 · 309 citations · Full text

Engineering, Personal Name Disambiguation, Corpus Linguistics +18

Distributed Training Strategies for the Structured Perceptron

Ryan McDonald, Keith Hall, Gideon Mann · 2010 · 263 citations

Learning from labeled features using generalized expectation criteria

Gregory Druck, Gideon Mann, Andrew McCallum · 2008 · 254 citations

Artificial Intelligence, Generalized Expectation Criteria, Structured Prediction +18

Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models

Ryan McDonald, Mehryar Mohri, Nathan Silberman et al. · Neural Information Processing Systems · 2009 · 242 citations

Engineering, Machine Learning, Mixture Of Expert +16

Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data

Gideon Mann, Andrew McCallum · Journal of Machine Learning Research · 2010 · 186 citations

Natural Language Processing, Generalized Expectation Criteria, Classification Method +15

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