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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. Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2013‏‎ (63 revisions)
  15. Machine Learning with Large Datasets 10-605 in Fall 2016‏‎ (63 revisions)
  16. Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (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. Das Sarma et. al., Dynamic Relationship and Event Discovery, WSDM 2011‏‎ (53 revisions)
  24. Bansal et al, ACL 2011‏‎ (53 revisions)
  25. Analyzing User Tweets around foursquare checkins‏‎ (52 revisions)
  26. Reisinger et al 2010: Spherical Topic Models‏‎ (52 revisions)
  27. Leskovec et al., WWW 2010‏‎ (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. Ravi and Knight, ACL 2011‏‎ (48 revisions)
  35. Syllabus for Structured Prediction 10-710 in Fall 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. Contrastive Estimation‏‎ (43 revisions)
  43. Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews‏‎ (43 revisions)
  44. Jurgens and Lu ICWSM 2012‏‎ (43 revisions)
  45. Analysis of Twitter user's location behaviors‏‎ (43 revisions)
  46. Wu and Weld WWW 2008‏‎ (43 revisions)
  47. Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (43 revisions)
  48. Posterior Regularization for Expectation Maximization‏‎ (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. The viability of web-derived Polarity Lexicons‏‎ (38 revisions)
  59. Yoshikawa 2009 jointly identifying temporal relations with markov logic‏‎ (38 revisions)
  60. Koo and Collins ACL 2010‏‎ (37 revisions)
  61. OConnor et. al., ICWSM 2010‏‎ (37 revisions)
  62. Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure‏‎ (36 revisions)
  63. Wu et al KDD 2008‏‎ (36 revisions)
  64. Project 2nd draft Derry Reyyan‏‎ (36 revisions)
  65. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (36 revisions)
  66. Paper-review assignments for this class‏‎ (36 revisions)
  67. MRS Guinea Pig‏‎ (35 revisions)
  68. Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns‏‎ (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. Eisenstein et al 2011: Sparse Additive Generative Models of Text‏‎ (33 revisions)
  75. Modeling Spread of Disease from Social Interaction‏‎ (33 revisions)
  76. Lin and Wu. 2009. Phrase Clustering for Discriminative Learning.‏‎ (33 revisions)
  77. Girvan et al PNAS 2002‏‎ (32 revisions)
  78. Brin 1998 Extracting Patterns and Relations from the World Wide Web‏‎ (32 revisions)
  79. Project - Second Draft Proposal - Yuzhou‏‎ (32 revisions)
  80. Birch et al, StatMT 2006‏‎ (32 revisions)
  81. Unsupervised Modeling of Dialog Acts in Asynchronous Conversation‏‎ (32 revisions)
  82. What VS What? Detect Controversial Topics in Online Community‏‎ (31 revisions)
  83. David M. Blei and Pedro J. Moreno, Topic Segmentation with an Aspect Hidden Markov Model, SIGIR 2001‏‎ (31 revisions)
  84. Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data‏‎ (31 revisions)
  85. Denis and Muller, Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition, IJCAI 2011‏‎ (31 revisions)
  86. Mark my words!‏‎ (31 revisions)
  87. Bamman et. al., FIRST MONDAY 2012‏‎ (30 revisions)
  88. Catching and Forecasting Popular Videos on Youtube‏‎ (30 revisions)
  89. Bikel et al MLJ 1999‏‎ (29 revisions)
  90. Syllabus for Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (29 revisions)
  91. Class meeting for 10-605 LDA‏‎ (29 revisions)
  92. Comparing Unsupervised Learning of Narrative Event Chains and Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  93. Dynamic Social Network Analysis using Latent Space Models‏‎ (29 revisions)
  94. Finkel and Manning, EMNLP 2009. Nested Named Entity Recognition‏‎ (29 revisions)
  95. Projects for Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (29 revisions)
  96. Comparative Study of Discriminative Models in SMT‏‎ (29 revisions)
  97. Chklovski and Pantel (2004) Verbocean:Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  98. SentiWordNet: A Publicly Available Lexical Resource for Opinion Mining‏‎ (29 revisions)
  99. E.A. Leicht, Structure of Time Evo citation networks 2007‏‎ (28 revisions)
  100. DmitryDavidov et al. CoNLL‏‎ (28 revisions)
  101. Class meeting for 10-605 Phrases with Stream and Sort‏‎ (28 revisions)
  102. Wiki writeup assignments for 10-710 in Fall 2011‏‎ (28 revisions)
  103. Machine Learning with Large Datasets 10-605‏‎ (28 revisions)
  104. A Latent Variable Model for Geographic Lexical Variation‏‎ (28 revisions)
  105. Castillo 2011‏‎ (27 revisions)
  106. Project Ideas - Derry, Reyyan‏‎ (27 revisions)
  107. M. Hurst and K. Nigam. Retrieving topical sentiments from online document collection.‏‎ (27 revisions)
  108. Entropy Minimization for Semi-supervised Learning‏‎ (27 revisions)
  109. Weng et al WSDM 10‏‎ (27 revisions)
  110. Class meeting for 10-605 Randomized Algorithms‏‎ (26 revisions)
  111. HMM‏‎ (26 revisions)
  112. Restaurant Recommendations Based On Review Content‏‎ (26 revisions)
  113. Mrinmaya et. al. WWW'12‏‎ (26 revisions)
  114. Reyyan project abstract‏‎ (26 revisions)
  115. Cucerzan and Yarowsky, SIGDAT 1999‏‎ (26 revisions)
  116. Anderson et al KDD2012‏‎ (26 revisions)
  117. Berg-Kirkpatrick et al, ACL 2010: Painless Unsupervised Learning with Features‏‎ (25 revisions)
  118. Hyejuj project abstract‏‎ (25 revisions)
  119. Steve Hanneke and Eric Xing, Discrete Temporal Models of Social Networks‏‎ (25 revisions)
  120. Class meeting for 10-605 Deep Learning‏‎ (25 revisions)
  121. BinLu et al. ACL2011‏‎ (25 revisions)
  122. Ulrik et al Nw Analysis of Collaboration Structure in Wikipedia‏‎ (25 revisions)
  123. A Clustering Approach for the Nearly Unsupervised Recognition of Nonliteral Language, EACL-2006‏‎ (25 revisions)
  124. Fader et al EMNLP 2011‏‎ (25 revisions)
  125. Empirical Risk Minimization‏‎ (25 revisions)
  126. 10-601 Naive Bayes‏‎ (24 revisions)
  127. Garera 2009 Structural, Transitive and Latent Models for Biographic Fact Extraction‏‎ (24 revisions)
  128. Sun et. al., ICDM 2005‏‎ (24 revisions)
  129. Ideas for course projects for 10-605‏‎ (24 revisions)
  130. An End-to-End Discriminative Approach to Machine Translation‏‎ (24 revisions)
  131. Taskar et al. 2004. Max-margin Parsing‏‎ (24 revisions)
  132. Ling, X. and Weld, D. Temporal Information Extraction. AAAI-10‏‎ (24 revisions)
  133. Class meeting for 10-605 Parallel Perceptrons 1‏‎ (24 revisions)
  134. Inferring Social Ties From Geographic Coincidences‏‎ (24 revisions)
  135. Konstas et al. SIGIR 2009‏‎ (24 revisions)
  136. Bo Pang Sujith Ravi 2012 Revisiting the Predictability of Language: Response Completion in Social Media‏‎ (24 revisions)
  137. Miller et al ICWSM 2011‏‎ (24 revisions)
  138. Class meeting for 10-605 SSL on Graphs‏‎ (23 revisions)
  139. CYK Parsing‏‎ (23 revisions)
  140. Supervised Random Walk‏‎ (23 revisions)
  141. 10-601 Introduction to Probability‏‎ (23 revisions)
  142. Jure kdd09‏‎ (23 revisions)
  143. Cohen and Carvalho, 2005‏‎ (23 revisions)
  144. Attribute Extraction‏‎ (23 revisions)
  145. Project Draft 1 - diliu, dperciva‏‎ (23 revisions)
  146. Class meeting for 10-605 Scalable PageRank‏‎ (23 revisions)
  147. Link-PLSA-LDA: A new unsupervised model for topics and influence of blogs‏‎ (23 revisions)
  148. Word Alignments using an HMM-based model‏‎ (22 revisions)
  149. GHC Hadoop cluster information‏‎ (22 revisions)
  150. Yano et al NAACL 2009‏‎ (22 revisions)
  151. Link propagation: A fast semi-supervised learning algorithm for link prediction‏‎ (22 revisions)
  152. Active Learning in Link Prediction for social networks‏‎ (22 revisions)
  153. Melia et al AISTATS 2001‏‎ (22 revisions)
  154. Headden et al. NAACL 09‏‎ (22 revisions)
  155. Predicting web searcher satisfaction with existing community-based answers‏‎ (22 revisions)
  156. Eisner algorithm‏‎ (22 revisions)
  157. Marcus and Wong, EMNLP 2002‏‎ (22 revisions)
  158. Bellare 2009 generalized expectation criteria for bootstrapping extractors using record text alignment‏‎ (22 revisions)
  159. Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (21 revisions)
  160. 10-601 Clustering‏‎ (21 revisions)
  161. Gimpel and Smith, NAACL 2010‏‎ (21 revisions)
  162. Semantic Role Labeling as Sequential Tagging‏‎ (21 revisions)
  163. Sha 2003 Shallow Parsing with Conditional Random Fields‏‎ (21 revisions)
  164. Part of Speech Tagging‏‎ (21 revisions)
  165. Pasca, WWW 2007‏‎ (21 revisions)
  166. Identifying influential bloggers: WSDM 2008‏‎ (21 revisions)
  167. Class meeting for 10-605 Workflows For Hadoop‏‎ (21 revisions)
  168. Dan Cosley, AAAI, 2010‏‎ (21 revisions)
  169. Compare Yano et al NAACL 2009 Link PLSA LDA‏‎ (21 revisions)
  170. Link Prediction in Relational Data‏‎ (21 revisions)
  171. Class meeting for 10-605 in Fall 2016 Hadoop Overview‏‎ (20 revisions)
  172. 10-601 Logistic Regression‏‎ (20 revisions)
  173. List of First-Draft Project Proposals for 10-802 in Spring 2011‏‎ (20 revisions)
  174. Hall emnlp2008‏‎ (20 revisions)
  175. Influentials, Networks, and Public Opinion Formation‏‎ (20 revisions)
  176. Class meeting for 10-605 in Fall 2016 Probability Review‏‎ (20 revisions)
  177. J. Artiles et al. EMNLP 2009‏‎ (19 revisions)
  178. Social Media Analysis 10-802 in Spring 2011‏‎ (19 revisions)
  179. Zhou et al ACM symposium on Applied Computing 2006‏‎ (19 revisions)
  180. Hassan & Radev ACL 2010‏‎ (19 revisions)
  181. Yang et. al., SIGKDD 2012‏‎ (19 revisions)
  182. Machine Translation‏‎ (19 revisions)
  183. Banko 2007 Open Information Extraction from the Web‏‎ (19 revisions)
  184. Expectation Maximization‏‎ (19 revisions)
  185. Pak 2010 Twitter as a Corpus for Sentiment Analysis and Opinion Mining‏‎ (19 revisions)
  186. Project Brainstorming for 10-710 in Fall 2011‏‎ (19 revisions)
  187. Learning Domain-Specific Information Extraction Patterns from the Web‏‎ (19 revisions)
  188. Measuring User Influence in Twitter: The Million Follower Fallacy‏‎ (19 revisions)
  189. Lacoste-Julien et al, NAACL 2006‏‎ (19 revisions)
  190. Tsur et al ICWSM 10‏‎ (18 revisions)
  191. Comparison Das et al WSDM 2011 and Zhao et al AAAI 2007‏‎ (18 revisions)
  192. GeneralizedIterativeScaling‏‎ (18 revisions)
  193. Corporate Elite Networks and Governance Changes in the 1980s‏‎ (18 revisions)
  194. Class meeting for 10-605 Parallel Perceptrons‏‎ (18 revisions)
  195. Visualization of Social Net‏‎ (18 revisions)
  196. 10-601 Matrix Factorization‏‎ (18 revisions)
  197. Semantic Role Labeling‏‎ (18 revisions)
  198. Turney,2002‏‎ (18 revisions)
  199. Class Meeting for 10-707 9/8/2010‏‎ (18 revisions)
  200. Yang et al Modeling Information Diffusion in Implicit Networks‏‎ (18 revisions)
  201. Cohen 2003 a comparison of string distance metrics for name matching tasks‏‎ (18 revisions)
  202. Davidov et al COLING 10‏‎ (18 revisions)
  203. Sparse Additive Generative Models of Text‏‎ (18 revisions)
  204. Daume and Marcu 2005 Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction‏‎ (18 revisions)
  205. Roja Bandari et. al. ICWSM 2012‏‎ (18 revisions)
  206. D. Lange et al., CIKM 2010‏‎ (18 revisions)
  207. A Discriminative Latent Variable Model for SMT‏‎ (18 revisions)
  208. Metaphor Detection in Different Topics‏‎ (17 revisions)
  209. Text summarization‏‎ (17 revisions)
  210. Daume et al, 2006‏‎ (17 revisions)
  211. Latent semantic indexing‏‎ (17 revisions)
  212. Esuli and Sebastiani ACT2007‏‎ (17 revisions)
  213. Higher Order Review Rating Sentiment Analysis‏‎ (17 revisions)
  214. 10-601 Linear Regression‏‎ (17 revisions)
  215. Expectation Regularization‏‎ (17 revisions)
  216. Blei et al, 2002‏‎ (17 revisions)
  217. Law et al., ECML 2010‏‎ (17 revisions)
  218. Pal et al CIKM 2010‏‎ (17 revisions)
  219. Liben-Nowell Kleinberg J. Am.Soc.Inf.Sci.2007‏‎ (17 revisions)
  220. Alternating Minimization‏‎ (17 revisions)
  221. Soft Supervised Text Classification‏‎ (17 revisions)
  222. Mayfield et al, CoNLL 2003‏‎ (17 revisions)
  223. Class meeting for 10-605 SGD and Hash Kernels‏‎ (17 revisions)
  224. Koehn et al, ACL 2003‏‎ (16 revisions)
  225. 10-601 PAC‏‎ (16 revisions)
  226. Turney, ACL 2002‏‎ (16 revisions)
  227. Jaccard similarity‏‎ (16 revisions)
  228. Gibbs sampling‏‎ (16 revisions)
  229. Markov Logic Networks‏‎ (16 revisions)
  230. Li et al IJCAI 11‏‎ (16 revisions)
  231. Class meeting for 10-605 SGD for MF‏‎ (16 revisions)
  232. Xuehan Xiong's project abstract‏‎ (16 revisions)
  233. S. Patwardhan and E. Riloff. EMNLP 2009‏‎ (16 revisions)
  234. Vladimir Ouzienko, Prediction of Attributes and Links in Temporal Social Networks‏‎ (16 revisions)
  235. Compare Measuring User Influence in Twitter and Influentials, Networks, and Public Opinion Formation‏‎ (16 revisions)
  236. PCFGs‏‎ (16 revisions)
  237. Practical very large CRFs‏‎ (16 revisions)
  238. Yano et al ICWSM 2010. What’s Worthy of Comment? Content and Comment Volume in Political Blogs‏‎ (15 revisions)
  239. Structured Models for Fine-to-Coarse Sentiment Analysis‏‎ (15 revisions)
  240. Huang 2010 Conversational Tagging in Twitter‏‎ (15 revisions)
  241. 10-601 Topic Models‏‎ (15 revisions)
  242. Is it Really About Me? Message Content in Social Awareness Streams‏‎ (15 revisions)
  243. Comparative Study : Sentiment Analysis using Automated pattern based appraoch VS Single structured model‏‎ (15 revisions)
  244. The Topic-Perspective Model for Social Tagging Systems‏‎ (15 revisions)
  245. Generalized Iterative Scaling‏‎ (15 revisions)
  246. Comparison Andreevskaia et al ICWSM 2007 and MHurst KNigam RetrievingTopicalSentimentsFromOnlineDocumentColeections‏‎ (15 revisions)
  247. Structured SVMs‏‎ (15 revisions)
  248. Automatic Evaluation Method‏‎ (15 revisions)
  249. Charniak and Johnson 2005‏‎ (15 revisions)
  250. Bagging‏‎ (15 revisions)
  251. Mann 2005 Multi-Field Information Extraction and Cross-Document Fusion‏‎ (15 revisions)
  252. Amazon Elastic MapReduce information‏‎ (15 revisions)
  253. Latent Friend Mining from Blog Data, ICDM 2006‏‎ (15 revisions)
  254. 10-601 GM1‏‎ (15 revisions)
  255. A Sentiment Detection Engine for Internet Stock Message Boards‏‎ (15 revisions)
  256. Class meeting for 10-605 Rocchio and Hadoop Workflows‏‎ (15 revisions)
  257. Danescu-Niculescu-Mizil et. al., WWW 2009‏‎ (15 revisions)
  258. Ristad and Yianilos 1997 Learning String Edit Distance‏‎ (15 revisions)
  259. Comparison: Collier et al. Journal of Biomedical Semantics 2011 and Sadilek et al Sixth AAAI International Conference on Weblogs and Social Media (ICWSM)‏‎ (15 revisions)
  260. Mid-term-project-preso‏‎ (15 revisions)
  261. Sentiment Analysis in Multiple Domains‏‎ (15 revisions)
  262. Bethard cikm2010‏‎ (14 revisions)
  263. Benajiba and Rosso, LREC 2008‏‎ (14 revisions)
  264. Machine Learning with Large Datasets 10-605 in Spring 2013‏‎ (14 revisions)
  265. Class meeting for 10-605 Phrase Finding‏‎ (14 revisions)
  266. Daume ICML 2009‏‎ (14 revisions)
  267. Minimum error rate training‏‎ (14 revisions)
  268. Zhao et al, AAAI 07‏‎ (14 revisions - redirect page)
  269. Joint Inference in Information Extraction‏‎ (14 revisions)
  270. Blei et al Latent Dirichlet Allocation‏‎ (14 revisions)
  271. Hunt for Project partners‏‎ (14 revisions)
  272. K. Seymore et al, AAAI-99‏‎ (14 revisions)
  273. MUC‏‎ (14 revisions)
  274. Structured Ensemble Cascades‏‎ (14 revisions)
  275. Detection of Ad Hominem attacks in blog and review data‏‎ (14 revisions)
  276. Test page method‏‎ (14 revisions)
  277. Daume et al, ML 2009‏‎ (14 revisions)
  278. Final-project-review‏‎ (14 revisions)
  279. Chambers and Jurafsky, Unsupervised Learning of Narrative Event Chains, ACL 2008‏‎ (14 revisions)
  280. Tips for writing wiki pages‏‎ (14 revisions)
  281. Dave et. al., WWW 2003‏‎ (14 revisions)
  282. Class meeting for 10-605 in Fall 2016 Overview‏‎ (14 revisions)
  283. Freitag et al AAAI-99,Information extraction using HMMs and shrinkage.‏‎ (14 revisions)
  284. Liu K and Tang L. CIKM'11‏‎ (14 revisions)
  285. Accurate Unlexicalized Parsing‏‎ (14 revisions)
  286. Document representation and query expansion models for blog recommendation‏‎ (13 revisions)
  287. Class meeting for 10-405 Parallel Perceptrons‏‎ (13 revisions)
  288. Understanding user information sharing behaviors‏‎ (13 revisions)
  289. Ritter et al NAACL 2010. Unsupervised Modeling of Twitter Conversations‏‎ (13 revisions)
  290. Klein 2002 conditional structure versus conditional estimation in nlp models‏‎ (13 revisions)
  291. Cohn et al, Advances in Neural Information Processing Systems 2001‏‎ (13 revisions)
  292. Class Meeting for 10-707 11/3/2010‏‎ (13 revisions)
  293. Hoffmann et al., ACL 2010‏‎ (13 revisions)
  294. Paper list‏‎ (13 revisions)
  295. ANERcorp‏‎ (13 revisions)
  296. Named Entity Recognition‏‎ (13 revisions)
  297. Tag Predicting For Stackoverflow‏‎ (13 revisions)
  298. Hyeju Jang et al IRI 2006‏‎ (13 revisions)
  299. Class meeting for 10-605 Randomized‏‎ (13 revisions)
  300. R. Ghani. ICML 2002‏‎ (13 revisions)
  301. Latent Social Network Influence‏‎ (13 revisions)
  302. Akcora et al, SOMA 2010‏‎ (13 revisions)
  303. 10-601 SSL‏‎ (13 revisions)
  304. Lin et al KDD 2011‏‎ (13 revisions)
  305. Borner Maru Goldstone The simultaneous evolution of author and paper networks 2004‏‎ (13 revisions)
  306. Class meeting for 10-605 in Fall 2016 Streaming Naive Bayes‏‎ (13 revisions)
  307. Sentiment analysis‏‎ (13 revisions)
  308. Modeling Contagion Through Facebook News Feed‏‎ (13 revisions)
  309. Miwa 2009 a rich feature vector for protein protein interaction extraction from multiple corpora‏‎ (13 revisions)
  310. Github Repo Recommendation:Topic Model meets Code‏‎ (13 revisions)
  311. Stacked Sequential Learning‏‎ (12 revisions)
  312. Riahi et al www 2012‏‎ (12 revisions)
  313. Compare latentfriend familiarstranger‏‎ (12 revisions)
  314. 10-601 Perceptrons and Voted Perceptrons‏‎ (12 revisions)
  315. Brendan 2010 TweetMotif: Exploratory Search and Topic Summarization on Twitter‏‎ (12 revisions)
  316. Information Diffusion and External Influence in Networks‏‎ (12 revisions)
  317. Class Meeting for 10-710 09-08-2011‏‎ (12 revisions)
  318. Temporal ordering‏‎ (12 revisions)
  319. Paper‏‎ (12 revisions)
  320. Conditional Random Fields‏‎ (12 revisions)
  321. Tur et al, NLEJ 2003‏‎ (12 revisions)
  322. Gildea and Jurafsky Computational Linguistics 2002‏‎ (12 revisions)
  323. The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity‏‎ (12 revisions)
  324. 10-601 DR‏‎ (12 revisions)
  325. List of Second-Draft Project Proposals for 10-802 in Spring 2011‏‎ (12 revisions)
  326. Preserving the privacy of sensitive relationships in graph data. PinKDD, 2007‏‎ (12 revisions)
  327. Settles, CALC 2010‏‎ (12 revisions)
  328. Towards fine grained extended targets in sentiment analysis‏‎ (12 revisions)
  329. Within Document Coreference (WDC)‏‎ (12 revisions)
  330. Analyzing Community driven Question Answering Sites‏‎ (12 revisions)
  331. Das Sarma, Jain, and Yu, Dynamic Relationship and Event Discovery, WSDM 2011‏‎ (12 revisions)
  332. Class Meeting for 10-802 03/29/2011‏‎ (12 revisions)
  333. Project - Second Draft Proposal - Bo, Kevin, Rushin‏‎ (12 revisions)
  334. Krishnan 2006 an effective two stage model for exploiting non local dependencies in named entity recognition‏‎ (12 revisions)
  335. Mixed membership models of scientific publication‏‎ (12 revisions)
  336. What Are They Blogging About Personality Topic and Motivation in Blogs‏‎ (12 revisions)
  337. Information Extraction to Predict Judgement‏‎ (12 revisions)
  338. Cross-Lingual Mixture Model for Sentiment Classification, Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Ge Xu, Houfeng Wang, ACL 2012‏‎ (12 revisions)
  339. Paper:Collins, ACL 2002‏‎ (12 revisions)
  340. Zheleva and Getoor, WWW2009, PinKDD2007 paper comparison‏‎ (12 revisions)
  341. Frietag 2000 Maximum Entropy Markov Models for Information Extraction and Segmentation‏‎ (12 revisions)
  342. Class meeting for 10-605 Parallel Perceptrons 2‏‎ (11 revisions)
  343. Richardson and Domingos KDD 2002‏‎ (11 revisions)
  344. Class meeting for 10-605 2013 04 10‏‎ (11 revisions)
  345. Brill, CL 1995‏‎ (11 revisions)
  346. Andreevskaia et al., ICWSM 2007‏‎ (11 revisions)
  347. Automated Template Extraction‏‎ (11 revisions)
  348. Martins et al 2010‏‎ (11 revisions)
  349. McDonald et al, ACL 2005: Non-Projective Dependency Parsing Using Spanning Tree Algorithms‏‎ (11 revisions)
  350. Jansche 2002 Information extraction from voicemail transcripts‏‎ (11 revisions)
  351. Z. Kou and W. Cohen. SDM 2007‏‎ (11 revisions)
  352. R. K. Ando and T. Zhang. ACL 2005‏‎ (11 revisions)
  353. Crescenzi et al, 2001‏‎ (11 revisions)
  354. McCallum Bellare and Pereira 2005 A Conditional Random Field for Discriminatively-Trained Finite-State String Edit Distance‏‎ (11 revisions)
  355. 10-601 Deep Learning 1‏‎ (11 revisions)
  356. Improving Knowledge-Based Weakly Supervised Information Extraction‏‎ (11 revisions)
  357. Class meeting for 10-605 Midterm review and catchup‏‎ (11 revisions)
  358. Ratliff, AISTATS 2007‏‎ (11 revisions)
  359. 10-601 Classification and K-NN‏‎ (11 revisions)
  360. Comparison: O'Connor et al. ICWSM 2010 & Widespread Worry and Stock Market‏‎ (11 revisions)
  361. 10-601B Perceptrons and Large Margin‏‎ (11 revisions)
  362. Forum-Based Language Learning Analysis‏‎ (11 revisions)
  363. Yue Lu, WWW 2010‏‎ (11 revisions)
  364. Bilenko and Mooney 2003 Adaptive duplicate detection using learnable string similarity measures‏‎ (11 revisions)
  365. Stochastic Gradient Descent‏‎ (11 revisions)
  366. Adar, E. et al, WSDM 2009‏‎ (11 revisions)
  367. Berger et al 1996 a maximum entropy approach to natural language processing‏‎ (11 revisions)
  368. Class Meeting for 10-710 10-11-2011‏‎ (11 revisions)
  369. Pair HMM‏‎ (11 revisions)
  370. Assignment 1 for 10-707 in Fall 2010‏‎ (11 revisions)
  371. SAGE Weibo‏‎ (11 revisions)
  372. Generalized Expectation Criteria‏‎ (10 revisions)
  373. Clinical IE Project F10‏‎ (10 revisions)
  374. Zhou, Phy. Rev Phys. Rev. E 67, 041908 (2003)‏‎ (10 revisions)
  375. Yeh et al WikiWalk Random walks on Wikipedia for Semantic Relatedness‏‎ (10 revisions)
  376. Yang et al, SIGIR 98‏‎ (10 revisions)
  377. Elworthy, 1994 Does Baum-Welch re-estimation help taggers‏‎ (10 revisions)
  378. Product Feature Extraction and Sentiment Analysis in Product Reviews‏‎ (10 revisions)
  379. Class meeting for 10-605 Similarity Joins‏‎ (10 revisions)
  380. 10-601 Decision Trees‏‎ (10 revisions)
  381. Project Abstract - Rushin, Kevin, Bo‏‎ (10 revisions)
  382. 10-601 Bias-Variance‏‎ (10 revisions)
  383. Wang et al ICDM 2010‏‎ (10 revisions)
  384. Statistical properties of community structure in large social and information networks. In WWW ’08‏‎ (10 revisions)
  385. Ling and He Joint Sentiment Topic Model for Sentiment Analysis‏‎ (10 revisions)
  386. Class Meeting for 10-710 09-27-2011‏‎ (10 revisions)
  387. Class Meeting for 10-710 09-06-2011‏‎ (10 revisions)
  388. Maximum Entropy model‏‎ (10 revisions)
  389. Cosley et al 2010‏‎ (10 revisions)
  390. Assignment 2 for 10-707 in Fall 2010‏‎ (10 revisions)
  391. Denecke and Bernauer ARTIFICIAL INTELLIGENCE IN MEDICINE 2007‏‎ (10 revisions)
  392. Do metaphors shape a listener's thinking?‏‎ (10 revisions)
  393. Unsupervised Word Alignment with Arbitrary Features‏‎ (10 revisions)
  394. Popescu and Pennacchiotti, CIKM 10‏‎ (10 revisions)
  395. Popular Event Tracking‏‎ (10 revisions)
  396. Kashoob, Caverlee and Ding ICWSM 2009‏‎ (10 revisions)
  397. Seshadri et at KDD'08‏‎ (10 revisions)
  398. Popescu and Etzioni , EMNLP 2005‏‎ (10 revisions)
  399. Class meeting for 10-605 Graph Architectures for ML‏‎ (10 revisions)
  400. Rosen-Zvi et al UAI 2004‏‎ (10 revisions)
  401. Accelerated Training of Conditional Random Fields with Stochastic Gradient Methods, Vishwanathan et al, ICML 2006‏‎ (10 revisions)
  402. Training SMT Systems with Latent SVMs‏‎ (10 revisions)
  403. Multilingual Sentiment Analysis in Microblogs‏‎ (10 revisions)
  404. Esuli and Sebastiani LREC 2006‏‎ (10 revisions)
  405. Class meeting for 10-605 2013 LDA 2‏‎ (9 revisions)
  406. Narrative event chains‏‎ (9 revisions)
  407. Online Inference of Topics with Latent Dirichlet Allocation‏‎ (9 revisions)
  408. Shmueli et. al. WWW2012‏‎ (9 revisions)
  409. Comparison mixed membership topic poisson‏‎ (9 revisions)
  410. Xiang et al., 2010,Modeling Relationship Strength in Online Social Networks‏‎ (9 revisions)
  411. Chen et al., CHI 2010‏‎ (9 revisions)
  412. Class meeting for 10-605 Scalable Testing‏‎ (9 revisions)
  413. Ancora‏‎ (9 revisions)
  414. Huang et al, ACL 2009: Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering‏‎ (9 revisions)
  415. Gabrilovich and Markovitch IJCAI 2007‏‎ (9 revisions)
  416. Mota and Grishman, ACL-IJCNLP 2009‏‎ (9 revisions)
  417. Cha, M., A. Mislove, and K. P Gummadi. 2009. A measurement-driven analysis of information propagation in the Flickr social network‏‎ (9 revisions)
  418. Topic Modeling: Beyond Bag-of-Words‏‎ (9 revisions)
  419. TwitterNER‏‎ (9 revisions)
  420. Class meeting for 10-405 Workflows For Hadoop‏‎ (9 revisions)
  421. Gomez Rodriguez, M., J. Leskovec, and A. Krause. 2010. Inferring networks of diffusion and influence. In Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, 1019–1028.‏‎ (9 revisions)
  422. Method‏‎ (9 revisions)
  423. Web Data Extraction Based on Partial Tree Alignment‏‎ (9 revisions)
  424. Class Meeting for 10-707 10/27/2010‏‎ (9 revisions)
  425. Graphs over Time Densification Laws Shrinking Diameters and Possible Explanations‏‎ (9 revisions)
  426. Class meeting for 10-605 2012 02 14‏‎ (9 revisions)
  427. 10-601 GM2‏‎ (9 revisions)
  428. Opinion mining‏‎ (9 revisions)
  429. Class meeting for 10-605 Subsampling Graphs‏‎ (9 revisions)
  430. SEARN‏‎ (9 revisions)
  431. Class meeting for 10-605 GraphLab‏‎ (9 revisions)
  432. L-BFGS‏‎ (9 revisions)
  433. Weld et al SIGMOD 2009‏‎ (9 revisions)
  434. Lafferty 2001 Conditional Random Fields‏‎ (9 revisions)
  435. Jiao et al COLING 2006‏‎ (9 revisions)
  436. E. Minkov et al. HLT/EMNLP 2005‏‎ (9 revisions)
  437. Pasca, CIKM 2007‏‎ (9 revisions)
  438. Class Meeting for 10-802 02/24/2011‏‎ (9 revisions)
  439. 10-601 Review‏‎ (9 revisions)
  440. Albert Barabasi Topology of Evolving Networks: Local Events and Universality 2000‏‎ (9 revisions)
  441. Class Meeting for 10-802 10/09/2012‏‎ (9 revisions)
  442. Zhang et all, WWW 2007‏‎ (9 revisions)
  443. Class Meeting for 10-710 09-01-2011‏‎ (9 revisions)
  444. Leskovec, J., D. Huttenlocher, and J. Kleinberg. 2010. Predicting positive and negative links in online social networks. In Proceedings of the 19th international conference on World wide web, 641–650.‏‎ (9 revisions)
  445. Class meeting for 10-605 Unsupervised Learning On Graphs‏‎ (9 revisions)
  446. Paper:Choi Y. and C. Cardie., ACL 2010‏‎ (9 revisions)
  447. Topic Detection and Tracking‏‎ (9 revisions)
  448. Structured Output Learning with Indirect Supervision‏‎ (9 revisions)
  449. Can predicate-argument structures be used for contextual opinion retrieval from blogs?‏‎ (9 revisions)
  450. Class meeting for 10-605 2013 02 11‏‎ (9 revisions)
  451. Comparison of Birke07 and Birke06‏‎ (9 revisions)
  452. Kim et al 2007‏‎ (9 revisions)
  453. Dietterich 2008 gradient tree boosting for training conditional random fields‏‎ (9 revisions)
  454. Widespread Worry and the Stock Market‏‎ (8 revisions)
  455. 10-601 Ensembles‏‎ (8 revisions)
  456. Borkar et al, SIGMOD 2001‏‎ (8 revisions)
  457. Class Meeting for 10-802 01/18/2011‏‎ (8 revisions)
  458. Project Second Draft-Subhodeep Manaj‏‎ (8 revisions)
  459. Jazz musicians network‏‎ (8 revisions)
  460. Class meeting for 10-605 Subsampling a Graph‏‎ (8 revisions)
  461. Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms‏‎ (8 revisions)
  462. Class Meeting for 10-710 10-06-2011‏‎ (8 revisions)
  463. Class Meeting for 10-802 02/03/2011‏‎ (8 revisions)
  464. Comparison: Widespread Worry and the Stock Market versus Sentiment Detection Engine for Internet Stock Message Boards‏‎ (8 revisions)
  465. Talukdar 2006 a context pattern induction method for named entity extraction‏‎ (8 revisions)
  466. Leskovec, Backstrom and Kleinberg KDD 09 News and Blog dataset‏‎ (8 revisions)
  467. Hassan et al, ICWSM 2009‏‎ (8 revisions)
  468. Collier et al. Journal of Biomedical Semantics 2011‏‎ (8 revisions)
  469. Class Meeting for 10-710 11-01-2011‏‎ (8 revisions)
  470. Metaphor identification using verb and noun clustering‏‎ (8 revisions)
  471. PropBank‏‎ (8 revisions)
  472. Class meeting for 10-605 2013 02 18‏‎ (8 revisions)
  473. 10-601 Ensembles 1‏‎ (8 revisions)
  474. 10-601B Intro to Neural Networks‏‎ (8 revisions)
  475. Teh et, JASA2006‏‎ (8 revisions)
  476. Compare Modeling Contagion Through Facebook News Feed and Cascading Behavior in Large Blog Graphs‏‎ (8 revisions)
  477. Inferring the Diffusion and Evolution of Topics in Social Communities‏‎ (8 revisions)
  478. Improving SMT word alignment with binary feedback‏‎ (8 revisions)
  479. Compare Rodriguez Barabasi‏‎ (8 revisions)
  480. Class Meeting for 10-710 09-29-2011‏‎ (8 revisions)
  481. Class meeting for 10-405 Deep Learning‏‎ (8 revisions)
  482. Machine Transliteration‏‎ (8 revisions)
  483. Class meeting for 10-605 2013 04 08‏‎ (8 revisions)
  484. TED.com‏‎ (8 revisions)
  485. 10-601 K-NN And Trees - Lecture from Fall 2013‏‎ (8 revisions)
  486. Goyal et al., 2010, Learning Influence Probabilities In Social Networks‏‎ (8 revisions)
  487. TagATune‏‎ (8 revisions)
  488. 10-601 Ensembles 2‏‎ (8 revisions)
  489. Compare Y. Borghol et al. 2011 and The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity‏‎ (8 revisions)
  490. Gilbert et al., ICWSM 2010‏‎ (8 revisions)
  491. Chang and Blei, AOAS2010‏‎ (8 revisions)
  492. Ramnath Balasubramanyan et. al. ICWSM 2012‏‎ (8 revisions)
  493. Class meeting for 10-605 Project Reports‏‎ (8 revisions)
  494. Class meeting for 10-605 Hadoop Overview‏‎ (8 revisions)
  495. Datasets studied in Analysis of Social Media‏‎ (8 revisions)
  496. Guide for Happy Hadoop Hacking‏‎ (8 revisions)
  497. Heckerman, JMLR 2000‏‎ (8 revisions)
  498. Barzilay and Elhadad, 2003‏‎ (8 revisions)
  499. Class meeting for 10-605 2013 01 21‏‎ (8 revisions)
  500. Beam Search‏‎ (8 revisions)

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