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- Guinea Pig (253 revisions)
- Syllabus for Machine Learning 10-601 in Fall 2014 (177 revisions)
- Syllabus for Machine Learning 10-601 in Fall 2013 (141 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2015 (136 revisions)
- Structured Prediction 10-710 in Fall 2011 (135 revisions)
- Syllabus for Analysis of Social Media 10-802 in Spring 2011 (131 revisions)
- Syllabus for Machine Learning 10-601B in Spring 2016 (130 revisions)
- DeNero et al, EMNLP 2008 (112 revisions)
- Machine Learning 10-601 in Fall 2014 (108 revisions)
- Margin Infused Relaxed Algorithm (108 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2012 (99 revisions)
- ToWikify (93 revisions)
- M. E. J. Newman PNAS 2006 (93 revisions)
- Models of metaphor in NLP (93 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2014 (92 revisions)
- Eisenstein et al ACL 2011. Discovering Sociolinguistic Associations with Structured Sparsity (91 revisions)
- Syllabus for Analysis of Social Media 10-802 in Fall 2012 (87 revisions)
- Stylistic Structure in Historic Legal Text (86 revisions)
- Vogal et al, COLING 1996 (85 revisions)
- Watanabe et al., EMNLP 2007. Online Large-Margin Training for Statistical Machine Translation (84 revisions)
- Machine Learning 10-601 in Spring 2016 (83 revisions)
- Newman, PNAS, 2001. (82 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2015 (80 revisions)
- Machine Learning 10-601 in Fall 2013 (79 revisions)
- Forward-Backward (78 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2016 (76 revisions)
- Chiang 2005 (73 revisions)
- Lehnen et al., ICASSP 2011. Incorporating Alignments into Conditional Random Fields for Grapheme to Phoneme Conversion (71 revisions)
- Social Media Analysis 10-802 in Fall 2012 (71 revisions)
- New objective functions for social collaborative filtering (67 revisions)
- Machine Learning with Large Datasets 10-605 in Spring 2015 (66 revisions)
- Extracting Opinion Expressions with semi-Markov Conditional Random Fields (65 revisions)
- Structured Prediction Cascades (64 revisions)
- Machine Learning with Large Datasets 10-605 in Fall 2016 (63 revisions)
- Machine Learning with Large Datasets 10-605 in Fall 2017 (63 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2013 (63 revisions)
- Belief Propagation (62 revisions)
- Y. Borghol et al. Performance Evaluation 68 2011 (61 revisions)
- List of project proposals for 10-802 in Fall 2012 (61 revisions)
- Xufei Wang, ICDM, 2010 (60 revisions)
- Chun-Nam John Yu, Hofmann , Learning structural SVMs with latent variables 2009 (59 revisions)
- Topic Model Approach to Authority Identification (54 revisions)
- Das Sarma et. al., Dynamic Relationship and Event Discovery, WSDM 2011 (53 revisions)
- Bansal et al, ACL 2011 (53 revisions)
- Analyzing User Tweets around foursquare checkins (52 revisions)
- Leskovec et al., WWW 2010 (52 revisions)
- Reisinger et al 2010: Spherical Topic Models (52 revisions)
- Tom Broxton el al., Catching a viral video, J Intell Inf Syst 2011 (51 revisions)
- Globerson et al. ICML 2007. Exponentiated Gradient Algorithms for Log Linear Structured Prediction (51 revisions)
- Hopkins and May, EMNLP 2011. Tuning as Ranking (51 revisions)