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  1. Machine Learning 10-601 in Spring 2016‏‎ (83 revisions)
  2. Newman, PNAS, 2001.‏‎ (82 revisions)
  3. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2015‏‎ (80 revisions)
  4. Machine Learning 10-601 in Fall 2013‏‎ (79 revisions)
  5. Forward-Backward‏‎ (78 revisions)
  6. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2016‏‎ (76 revisions)
  7. Chiang 2005‏‎ (73 revisions)
  8. Lehnen et al., ICASSP 2011. Incorporating Alignments into Conditional Random Fields for Grapheme to Phoneme Conversion‏‎ (71 revisions)
  9. Social Media Analysis 10-802 in Fall 2012‏‎ (71 revisions)
  10. New objective functions for social collaborative filtering‏‎ (67 revisions)
  11. Machine Learning with Large Datasets 10-605 in Spring 2015‏‎ (66 revisions)
  12. Extracting Opinion Expressions with semi-Markov Conditional Random Fields‏‎ (65 revisions)
  13. Structured Prediction Cascades‏‎ (64 revisions)
  14. Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (63 revisions)
  15. Machine Learning with Large Datasets 10-605 in Fall 2016‏‎ (63 revisions)
  16. Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2013‏‎ (63 revisions)
  17. Belief Propagation‏‎ (62 revisions)
  18. List of project proposals for 10-802 in Fall 2012‏‎ (61 revisions)
  19. Y. Borghol et al. Performance Evaluation 68 2011‏‎ (61 revisions)
  20. Xufei Wang, ICDM, 2010‏‎ (60 revisions)
  21. Chun-Nam John Yu, Hofmann , Learning structural SVMs with latent variables 2009‏‎ (59 revisions)
  22. Topic Model Approach to Authority Identification‏‎ (54 revisions)
  23. Bansal et al, ACL 2011‏‎ (53 revisions)
  24. Das Sarma et. al., Dynamic Relationship and Event Discovery, WSDM 2011‏‎ (53 revisions)
  25. Reisinger et al 2010: Spherical Topic Models‏‎ (52 revisions)
  26. Leskovec et al., WWW 2010‏‎ (52 revisions)
  27. Analyzing User Tweets around foursquare checkins‏‎ (52 revisions)
  28. Hopkins and May, EMNLP 2011. Tuning as Ranking‏‎ (51 revisions)
  29. Tom Broxton el al., Catching a viral video, J Intell Inf Syst 2011‏‎ (51 revisions)
  30. Globerson et al. ICML 2007. Exponentiated Gradient Algorithms for Log Linear Structured Prediction‏‎ (51 revisions)
  31. Machine Learning with Large Datasets 10-605 in Spring 2014‏‎ (50 revisions)
  32. Tackstrom and McDonald, ECIR 2011. Discovering fine-grained sentiment with latent variable structured prediction models‏‎ (50 revisions)
  33. Roth and Yih, ICML 2005. Integer Linear Programming Inference for Conditional Random Fields‏‎ (50 revisions)
  34. Syllabus for Structured Prediction 10-710 in Fall 2011‏‎ (48 revisions)
  35. Ravi and Knight, ACL 2011‏‎ (48 revisions)
  36. Miray Dongyang Niting project proposal‏‎ (46 revisions)
  37. Lin et al KDD 2010‏‎ (46 revisions)
  38. Controversial events detection‏‎ (45 revisions)
  39. Bartlett et al., ACL-HLT 2008. Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion‏‎ (45 revisions)
  40. Main Page‏‎ (44 revisions)
  41. 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)
  42. Posterior Regularization for Expectation Maximization‏‎ (43 revisions)
  43. Wu and Weld WWW 2008‏‎ (43 revisions)
  44. Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (43 revisions)
  45. Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews‏‎ (43 revisions)
  46. Contrastive Estimation‏‎ (43 revisions)
  47. Analysis of Twitter user's location behaviors‏‎ (43 revisions)
  48. Jurgens and Lu ICWSM 2012‏‎ (43 revisions)
  49. Machine Learning with Large Datasets 10-605 in Fall 2015‏‎ (41 revisions)
  50. Ritter et al, EMNLP 2011. Named Entity Recognition in Tweets: An Experimental Study‏‎ (40 revisions)
  51. Wikipedia Infobox Generator Using Cross Lingual Unstructured Text‏‎ (40 revisions)
  52. Integer Linear Programming‏‎ (40 revisions)
  53. Syllabus for Information Extraction 10-707 in Fall 2010‏‎ (39 revisions)
  54. Chambers and Jurafsky, Jointly combining implicit constraints improves temporal ordering, EMNLP 2008‏‎ (39 revisions)
  55. Proposal 2nd Draft Nitin Yandong Ming Yanbo‏‎ (39 revisions)
  56. M. Kim and J. Leskovec. ICML'12‏‎ (39 revisions)
  57. Smith and Eisner 2008:Dependency parsing by belief propagation‏‎ (39 revisions)
  58. Yoshikawa 2009 jointly identifying temporal relations with markov logic‏‎ (38 revisions)
  59. The viability of web-derived Polarity Lexicons‏‎ (38 revisions)
  60. Koo and Collins ACL 2010‏‎ (37 revisions)
  61. OConnor et. al., ICWSM 2010‏‎ (37 revisions)
  62. Project 2nd draft Derry Reyyan‏‎ (36 revisions)
  63. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (36 revisions)
  64. Wu et al KDD 2008‏‎ (36 revisions)
  65. Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure‏‎ (36 revisions)
  66. Paper-review assignments for this class‏‎ (36 revisions)
  67. Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns‏‎ (35 revisions)
  68. MRS Guinea Pig‏‎ (35 revisions)
  69. Entropy Gradient for Semi-Supervised Conditional Random Fields‏‎ (35 revisions)
  70. Blog summarization: CIKM 2007‏‎ (34 revisions)
  71. Inside Outside algorithm‏‎ (34 revisions)
  72. Semantic Role Labeling with CRFs‏‎ (33 revisions)
  73. Lau et al HLT 1993‏‎ (33 revisions)
  74. Modeling Spread of Disease from Social Interaction‏‎ (33 revisions)
  75. Eisenstein et al 2011: Sparse Additive Generative Models of Text‏‎ (33 revisions)
  76. Lin and Wu. 2009. Phrase Clustering for Discriminative Learning.‏‎ (33 revisions)
  77. Project - Second Draft Proposal - Yuzhou‏‎ (32 revisions)
  78. Unsupervised Modeling of Dialog Acts in Asynchronous Conversation‏‎ (32 revisions)
  79. Birch et al, StatMT 2006‏‎ (32 revisions)
  80. Brin 1998 Extracting Patterns and Relations from the World Wide Web‏‎ (32 revisions)
  81. Girvan et al PNAS 2002‏‎ (32 revisions)
  82. Denis and Muller, Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition, IJCAI 2011‏‎ (31 revisions)
  83. What VS What? Detect Controversial Topics in Online Community‏‎ (31 revisions)
  84. Mark my words!‏‎ (31 revisions)
  85. Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data‏‎ (31 revisions)
  86. David M. Blei and Pedro J. Moreno, Topic Segmentation with an Aspect Hidden Markov Model, SIGIR 2001‏‎ (31 revisions)
  87. Bamman et. al., FIRST MONDAY 2012‏‎ (30 revisions)
  88. Catching and Forecasting Popular Videos on Youtube‏‎ (30 revisions)
  89. Comparing Unsupervised Learning of Narrative Event Chains and Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  90. Chklovski and Pantel (2004) Verbocean:Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  91. Projects for Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (29 revisions)
  92. Class meeting for 10-605 LDA‏‎ (29 revisions)
  93. Bikel et al MLJ 1999‏‎ (29 revisions)
  94. Dynamic Social Network Analysis using Latent Space Models‏‎ (29 revisions)
  95. Comparative Study of Discriminative Models in SMT‏‎ (29 revisions)
  96. SentiWordNet: A Publicly Available Lexical Resource for Opinion Mining‏‎ (29 revisions)
  97. Syllabus for Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (29 revisions)
  98. Finkel and Manning, EMNLP 2009. Nested Named Entity Recognition‏‎ (29 revisions)
  99. Machine Learning with Large Datasets 10-605‏‎ (28 revisions)
  100. E.A. Leicht, Structure of Time Evo citation networks 2007‏‎ (28 revisions)
  101. Class meeting for 10-605 Phrases with Stream and Sort‏‎ (28 revisions)
  102. A Latent Variable Model for Geographic Lexical Variation‏‎ (28 revisions)
  103. DmitryDavidov et al. CoNLL‏‎ (28 revisions)
  104. Wiki writeup assignments for 10-710 in Fall 2011‏‎ (28 revisions)
  105. M. Hurst and K. Nigam. Retrieving topical sentiments from online document collection.‏‎ (27 revisions)
  106. Entropy Minimization for Semi-supervised Learning‏‎ (27 revisions)
  107. Project Ideas - Derry, Reyyan‏‎ (27 revisions)
  108. Castillo 2011‏‎ (27 revisions)
  109. Weng et al WSDM 10‏‎ (27 revisions)
  110. Class meeting for 10-605 Randomized Algorithms‏‎ (26 revisions)
  111. Mrinmaya et. al. WWW'12‏‎ (26 revisions)
  112. Restaurant Recommendations Based On Review Content‏‎ (26 revisions)
  113. Reyyan project abstract‏‎ (26 revisions)
  114. Cucerzan and Yarowsky, SIGDAT 1999‏‎ (26 revisions)
  115. Anderson et al KDD2012‏‎ (26 revisions)
  116. HMM‏‎ (26 revisions)
  117. Fader et al EMNLP 2011‏‎ (25 revisions)
  118. Ulrik et al Nw Analysis of Collaboration Structure in Wikipedia‏‎ (25 revisions)
  119. Berg-Kirkpatrick et al, ACL 2010: Painless Unsupervised Learning with Features‏‎ (25 revisions)
  120. Class meeting for 10-605 Deep Learning‏‎ (25 revisions)
  121. BinLu et al. ACL2011‏‎ (25 revisions)
  122. Hyejuj project abstract‏‎ (25 revisions)
  123. Empirical Risk Minimization‏‎ (25 revisions)
  124. A Clustering Approach for the Nearly Unsupervised Recognition of Nonliteral Language, EACL-2006‏‎ (25 revisions)
  125. Steve Hanneke and Eric Xing, Discrete Temporal Models of Social Networks‏‎ (25 revisions)
  126. Ling, X. and Weld, D. Temporal Information Extraction. AAAI-10‏‎ (24 revisions)
  127. Bo Pang Sujith Ravi 2012 Revisiting the Predictability of Language: Response Completion in Social Media‏‎ (24 revisions)
  128. Garera 2009 Structural, Transitive and Latent Models for Biographic Fact Extraction‏‎ (24 revisions)
  129. Konstas et al. SIGIR 2009‏‎ (24 revisions)
  130. 10-601 Naive Bayes‏‎ (24 revisions)
  131. Sun et. al., ICDM 2005‏‎ (24 revisions)
  132. Class meeting for 10-605 Parallel Perceptrons 1‏‎ (24 revisions)
  133. Miller et al ICWSM 2011‏‎ (24 revisions)
  134. Inferring Social Ties From Geographic Coincidences‏‎ (24 revisions)
  135. An End-to-End Discriminative Approach to Machine Translation‏‎ (24 revisions)
  136. Taskar et al. 2004. Max-margin Parsing‏‎ (24 revisions)
  137. Ideas for course projects for 10-605‏‎ (24 revisions)
  138. Attribute Extraction‏‎ (23 revisions)
  139. Class meeting for 10-605 Scalable PageRank‏‎ (23 revisions)
  140. Jure kdd09‏‎ (23 revisions)
  141. Class meeting for 10-605 SSL on Graphs‏‎ (23 revisions)
  142. 10-601 Introduction to Probability‏‎ (23 revisions)
  143. Cohen and Carvalho, 2005‏‎ (23 revisions)
  144. Project Draft 1 - diliu, dperciva‏‎ (23 revisions)
  145. Link-PLSA-LDA: A new unsupervised model for topics and influence of blogs‏‎ (23 revisions)
  146. Supervised Random Walk‏‎ (23 revisions)
  147. CYK Parsing‏‎ (23 revisions)
  148. Eisner algorithm‏‎ (22 revisions)
  149. Yano et al NAACL 2009‏‎ (22 revisions)
  150. Marcus and Wong, EMNLP 2002‏‎ (22 revisions)
  151. Link propagation: A fast semi-supervised learning algorithm for link prediction‏‎ (22 revisions)
  152. Word Alignments using an HMM-based model‏‎ (22 revisions)
  153. Active Learning in Link Prediction for social networks‏‎ (22 revisions)
  154. GHC Hadoop cluster information‏‎ (22 revisions)
  155. Predicting web searcher satisfaction with existing community-based answers‏‎ (22 revisions)
  156. Bellare 2009 generalized expectation criteria for bootstrapping extractors using record text alignment‏‎ (22 revisions)
  157. Melia et al AISTATS 2001‏‎ (22 revisions)
  158. Headden et al. NAACL 09‏‎ (22 revisions)
  159. Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (21 revisions)
  160. 10-601 Clustering‏‎ (21 revisions)
  161. Semantic Role Labeling as Sequential Tagging‏‎ (21 revisions)
  162. Part of Speech Tagging‏‎ (21 revisions)
  163. Dan Cosley, AAAI, 2010‏‎ (21 revisions)
  164. Compare Yano et al NAACL 2009 Link PLSA LDA‏‎ (21 revisions)
  165. Identifying influential bloggers: WSDM 2008‏‎ (21 revisions)
  166. Class meeting for 10-605 Workflows For Hadoop‏‎ (21 revisions)
  167. Link Prediction in Relational Data‏‎ (21 revisions)
  168. Sha 2003 Shallow Parsing with Conditional Random Fields‏‎ (21 revisions)
  169. Pasca, WWW 2007‏‎ (21 revisions)
  170. Gimpel and Smith, NAACL 2010‏‎ (21 revisions)
  171. Hall emnlp2008‏‎ (20 revisions)
  172. Class meeting for 10-605 in Fall 2016 Probability Review‏‎ (20 revisions)
  173. Class meeting for 10-605 in Fall 2016 Hadoop Overview‏‎ (20 revisions)
  174. Influentials, Networks, and Public Opinion Formation‏‎ (20 revisions)
  175. List of First-Draft Project Proposals for 10-802 in Spring 2011‏‎ (20 revisions)
  176. 10-601 Logistic Regression‏‎ (20 revisions)
  177. Learning Domain-Specific Information Extraction Patterns from the Web‏‎ (19 revisions)
  178. Pak 2010 Twitter as a Corpus for Sentiment Analysis and Opinion Mining‏‎ (19 revisions)
  179. Lacoste-Julien et al, NAACL 2006‏‎ (19 revisions)
  180. Machine Translation‏‎ (19 revisions)
  181. J. Artiles et al. EMNLP 2009‏‎ (19 revisions)
  182. Banko 2007 Open Information Extraction from the Web‏‎ (19 revisions)
  183. Measuring User Influence in Twitter: The Million Follower Fallacy‏‎ (19 revisions)
  184. Project Brainstorming for 10-710 in Fall 2011‏‎ (19 revisions)
  185. Zhou et al ACM symposium on Applied Computing 2006‏‎ (19 revisions)
  186. Social Media Analysis 10-802 in Spring 2011‏‎ (19 revisions)
  187. Yang et. al., SIGKDD 2012‏‎ (19 revisions)
  188. Hassan & Radev ACL 2010‏‎ (19 revisions)
  189. Expectation Maximization‏‎ (19 revisions)
  190. Tsur et al ICWSM 10‏‎ (18 revisions)
  191. Yang et al Modeling Information Diffusion in Implicit Networks‏‎ (18 revisions)
  192. D. Lange et al., CIKM 2010‏‎ (18 revisions)
  193. 10-601 Matrix Factorization‏‎ (18 revisions)
  194. Daume and Marcu 2005 Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction‏‎ (18 revisions)
  195. A Discriminative Latent Variable Model for SMT‏‎ (18 revisions)
  196. GeneralizedIterativeScaling‏‎ (18 revisions)
  197. Sparse Additive Generative Models of Text‏‎ (18 revisions)
  198. Comparison Das et al WSDM 2011 and Zhao et al AAAI 2007‏‎ (18 revisions)
  199. Roja Bandari et. al. ICWSM 2012‏‎ (18 revisions)
  200. Semantic Role Labeling‏‎ (18 revisions)
  201. Visualization of Social Net‏‎ (18 revisions)
  202. Turney,2002‏‎ (18 revisions)
  203. Corporate Elite Networks and Governance Changes in the 1980s‏‎ (18 revisions)
  204. Davidov et al COLING 10‏‎ (18 revisions)
  205. Cohen 2003 a comparison of string distance metrics for name matching tasks‏‎ (18 revisions)
  206. Class Meeting for 10-707 9/8/2010‏‎ (18 revisions)
  207. Class meeting for 10-605 Parallel Perceptrons‏‎ (18 revisions)
  208. Blei et al, 2002‏‎ (17 revisions)
  209. Daume et al, 2006‏‎ (17 revisions)
  210. Latent semantic indexing‏‎ (17 revisions)
  211. Law et al., ECML 2010‏‎ (17 revisions)
  212. Pal et al CIKM 2010‏‎ (17 revisions)
  213. Liben-Nowell Kleinberg J. Am.Soc.Inf.Sci.2007‏‎ (17 revisions)
  214. Soft Supervised Text Classification‏‎ (17 revisions)
  215. Text summarization‏‎ (17 revisions)
  216. Higher Order Review Rating Sentiment Analysis‏‎ (17 revisions)
  217. Esuli and Sebastiani ACT2007‏‎ (17 revisions)
  218. Expectation Regularization‏‎ (17 revisions)
  219. 10-601 Linear Regression‏‎ (17 revisions)
  220. Mayfield et al, CoNLL 2003‏‎ (17 revisions)
  221. Class meeting for 10-605 SGD and Hash Kernels‏‎ (17 revisions)
  222. Alternating Minimization‏‎ (17 revisions)
  223. Metaphor Detection in Different Topics‏‎ (17 revisions)
  224. Class meeting for 10-605 SGD for MF‏‎ (16 revisions)
  225. Xuehan Xiong's project abstract‏‎ (16 revisions)
  226. 10-601 PAC‏‎ (16 revisions)
  227. Practical very large CRFs‏‎ (16 revisions)
  228. Li et al IJCAI 11‏‎ (16 revisions)
  229. PCFGs‏‎ (16 revisions)
  230. Markov Logic Networks‏‎ (16 revisions)
  231. Gibbs sampling‏‎ (16 revisions)
  232. Turney, ACL 2002‏‎ (16 revisions)
  233. Koehn et al, ACL 2003‏‎ (16 revisions)
  234. S. Patwardhan and E. Riloff. EMNLP 2009‏‎ (16 revisions)
  235. Compare Measuring User Influence in Twitter and Influentials, Networks, and Public Opinion Formation‏‎ (16 revisions)
  236. Vladimir Ouzienko, Prediction of Attributes and Links in Temporal Social Networks‏‎ (16 revisions)
  237. Jaccard similarity‏‎ (16 revisions)
  238. Sentiment Analysis in Multiple Domains‏‎ (15 revisions)
  239. A Sentiment Detection Engine for Internet Stock Message Boards‏‎ (15 revisions)
  240. Automatic Evaluation Method‏‎ (15 revisions)
  241. Charniak and Johnson 2005‏‎ (15 revisions)
  242. 10-601 Topic Models‏‎ (15 revisions)
  243. Yano et al ICWSM 2010. What’s Worthy of Comment? Content and Comment Volume in Political Blogs‏‎ (15 revisions)
  244. Structured SVMs‏‎ (15 revisions)
  245. Bagging‏‎ (15 revisions)
  246. Ristad and Yianilos 1997 Learning String Edit Distance‏‎ (15 revisions)
  247. Mann 2005 Multi-Field Information Extraction and Cross-Document Fusion‏‎ (15 revisions)
  248. Amazon Elastic MapReduce information‏‎ (15 revisions)
  249. Is it Really About Me? Message Content in Social Awareness Streams‏‎ (15 revisions)
  250. 10-601 GM1‏‎ (15 revisions)

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