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51. Tackstrom and McDonald, ECIR 2011. Discovering fine-grained sentiment with latent variable structured prediction models‏‎ (50 revisions)
52. Roth and Yih, ICML 2005. Integer Linear Programming Inference for Conditional Random Fields‏‎ (50 revisions)
53. Machine Learning with Large Datasets 10-605 in Spring 2014‏‎ (50 revisions)
54. Syllabus for Structured Prediction 10-710 in Fall 2011‏‎ (48 revisions)
55. Ravi and Knight, ACL 2011‏‎ (48 revisions)
56. Miray Dongyang Niting project proposal‏‎ (46 revisions)
57. Lin et al KDD 2010‏‎ (46 revisions)
58. Controversial events detection‏‎ (45 revisions)
59. Bartlett et al., ACL-HLT 2008. Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion‏‎ (45 revisions)
60. Main Page‏‎ (44 revisions)
61. Florencia Reali and Thomas L. Griffiths, Words as alleles: connecting language evolution with Bayesian learners to models of genetic drift, Proceedings of The Royal Society of London. Series B, Biological Sciences 2010‏‎ (44 revisions)
62. Wu and Weld WWW 2008‏‎ (43 revisions)
63. Posterior Regularization for Expectation Maximization‏‎ (43 revisions)
64. Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews‏‎ (43 revisions)
65. Jurgens and Lu ICWSM 2012‏‎ (43 revisions)
66. Contrastive Estimation‏‎ (43 revisions)
67. Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (43 revisions)
68. Analysis of Twitter user's location behaviors‏‎ (43 revisions)
69. Machine Learning with Large Datasets 10-605 in Fall 2015‏‎ (41 revisions)
70. Wikipedia Infobox Generator Using Cross Lingual Unstructured Text‏‎ (40 revisions)
71. Integer Linear Programming‏‎ (40 revisions)
72. Ritter et al, EMNLP 2011. Named Entity Recognition in Tweets: An Experimental Study‏‎ (40 revisions)
73. Proposal 2nd Draft Nitin Yandong Ming Yanbo‏‎ (39 revisions)
74. Syllabus for Information Extraction 10-707 in Fall 2010‏‎ (39 revisions)
75. M. Kim and J. Leskovec. ICML'12‏‎ (39 revisions)
76. Chambers and Jurafsky, Jointly combining implicit constraints improves temporal ordering, EMNLP 2008‏‎ (39 revisions)
77. Smith and Eisner 2008:Dependency parsing by belief propagation‏‎ (39 revisions)
78. The viability of web-derived Polarity Lexicons‏‎ (38 revisions)
79. Yoshikawa 2009 jointly identifying temporal relations with markov logic‏‎ (38 revisions)
80. Koo and Collins ACL 2010‏‎ (37 revisions)
81. OConnor et. al., ICWSM 2010‏‎ (37 revisions)
82. Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure‏‎ (36 revisions)
83. Wu et al KDD 2008‏‎ (36 revisions)
84. Project 2nd draft Derry Reyyan‏‎ (36 revisions)
85. Paper-review assignments for this class‏‎ (36 revisions)
86. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (36 revisions)
87. Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns‏‎ (35 revisions)
88. MRS Guinea Pig‏‎ (35 revisions)
89. Entropy Gradient for Semi-Supervised Conditional Random Fields‏‎ (35 revisions)
90. Inside Outside algorithm‏‎ (34 revisions)
91. Blog summarization: CIKM 2007‏‎ (34 revisions)
92. Eisenstein et al 2011: Sparse Additive Generative Models of Text‏‎ (33 revisions)
93. Lau et al HLT 1993‏‎ (33 revisions)
94. Semantic Role Labeling with CRFs‏‎ (33 revisions)
95. Lin and Wu. 2009. Phrase Clustering for Discriminative Learning.‏‎ (33 revisions)
96. Modeling Spread of Disease from Social Interaction‏‎ (33 revisions)
97. Brin 1998 Extracting Patterns and Relations from the World Wide Web‏‎ (32 revisions)
98. Birch et al, StatMT 2006‏‎ (32 revisions)
99. Project - Second Draft Proposal - Yuzhou‏‎ (32 revisions)
100. Girvan et al PNAS 2002‏‎ (32 revisions)

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