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  1. Machine Learning with Large Datasets 10-605 in Spring 2014‏‎ (50 revisions)
  2. Roth and Yih, ICML 2005. Integer Linear Programming Inference for Conditional Random Fields‏‎ (50 revisions)
  3. Tackstrom and McDonald, ECIR 2011. Discovering fine-grained sentiment with latent variable structured prediction models‏‎ (50 revisions)
  4. Syllabus for Structured Prediction 10-710 in Fall 2011‏‎ (48 revisions)
  5. Ravi and Knight, ACL 2011‏‎ (48 revisions)
  6. Miray Dongyang Niting project proposal‏‎ (46 revisions)
  7. Lin et al KDD 2010‏‎ (46 revisions)
  8. Controversial events detection‏‎ (45 revisions)
  9. Bartlett et al., ACL-HLT 2008. Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion‏‎ (45 revisions)
  10. Main Page‏‎ (44 revisions)
  11. 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)
  12. Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews‏‎ (43 revisions)
  13. Analysis of Twitter user's location behaviors‏‎ (43 revisions)
  14. Contrastive Estimation‏‎ (43 revisions)
  15. Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (43 revisions)
  16. Jurgens and Lu ICWSM 2012‏‎ (43 revisions)
  17. Wu and Weld WWW 2008‏‎ (43 revisions)
  18. Posterior Regularization for Expectation Maximization‏‎ (43 revisions)
  19. Machine Learning with Large Datasets 10-605 in Fall 2015‏‎ (41 revisions)
  20. Integer Linear Programming‏‎ (40 revisions)
  21. Wikipedia Infobox Generator Using Cross Lingual Unstructured Text‏‎ (40 revisions)
  22. Ritter et al, EMNLP 2011. Named Entity Recognition in Tweets: An Experimental Study‏‎ (40 revisions)
  23. M. Kim and J. Leskovec. ICML'12‏‎ (39 revisions)
  24. Syllabus for Information Extraction 10-707 in Fall 2010‏‎ (39 revisions)
  25. Smith and Eisner 2008:Dependency parsing by belief propagation‏‎ (39 revisions)
  26. Proposal 2nd Draft Nitin Yandong Ming Yanbo‏‎ (39 revisions)
  27. Chambers and Jurafsky, Jointly combining implicit constraints improves temporal ordering, EMNLP 2008‏‎ (39 revisions)
  28. The viability of web-derived Polarity Lexicons‏‎ (38 revisions)
  29. Yoshikawa 2009 jointly identifying temporal relations with markov logic‏‎ (38 revisions)
  30. OConnor et. al., ICWSM 2010‏‎ (37 revisions)
  31. Koo and Collins ACL 2010‏‎ (37 revisions)
  32. Wu et al KDD 2008‏‎ (36 revisions)
  33. Paper-review assignments for this class‏‎ (36 revisions)
  34. Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure‏‎ (36 revisions)
  35. Project 2nd draft Derry Reyyan‏‎ (36 revisions)
  36. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (36 revisions)
  37. Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns‏‎ (35 revisions)
  38. MRS Guinea Pig‏‎ (35 revisions)
  39. Entropy Gradient for Semi-Supervised Conditional Random Fields‏‎ (35 revisions)
  40. Blog summarization: CIKM 2007‏‎ (34 revisions)
  41. Inside Outside algorithm‏‎ (34 revisions)
  42. Lau et al HLT 1993‏‎ (33 revisions)
  43. Semantic Role Labeling with CRFs‏‎ (33 revisions)
  44. Lin and Wu. 2009. Phrase Clustering for Discriminative Learning.‏‎ (33 revisions)
  45. Modeling Spread of Disease from Social Interaction‏‎ (33 revisions)
  46. Eisenstein et al 2011: Sparse Additive Generative Models of Text‏‎ (33 revisions)
  47. Unsupervised Modeling of Dialog Acts in Asynchronous Conversation‏‎ (32 revisions)
  48. Brin 1998 Extracting Patterns and Relations from the World Wide Web‏‎ (32 revisions)
  49. Girvan et al PNAS 2002‏‎ (32 revisions)
  50. Birch et al, StatMT 2006‏‎ (32 revisions)
  51. Project - Second Draft Proposal - Yuzhou‏‎ (32 revisions)
  52. What VS What? Detect Controversial Topics in Online Community‏‎ (31 revisions)
  53. David M. Blei and Pedro J. Moreno, Topic Segmentation with an Aspect Hidden Markov Model, SIGIR 2001‏‎ (31 revisions)
  54. Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data‏‎ (31 revisions)
  55. Denis and Muller, Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition, IJCAI 2011‏‎ (31 revisions)
  56. Mark my words!‏‎ (31 revisions)
  57. Catching and Forecasting Popular Videos on Youtube‏‎ (30 revisions)
  58. Bamman et. al., FIRST MONDAY 2012‏‎ (30 revisions)
  59. Comparative Study of Discriminative Models in SMT‏‎ (29 revisions)
  60. SentiWordNet: A Publicly Available Lexical Resource for Opinion Mining‏‎ (29 revisions)
  61. Bikel et al MLJ 1999‏‎ (29 revisions)
  62. Dynamic Social Network Analysis using Latent Space Models‏‎ (29 revisions)
  63. Projects for Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (29 revisions)
  64. Syllabus for Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (29 revisions)
  65. Comparing Unsupervised Learning of Narrative Event Chains and Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  66. Class meeting for 10-605 LDA‏‎ (29 revisions)
  67. Chklovski and Pantel (2004) Verbocean:Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  68. Finkel and Manning, EMNLP 2009. Nested Named Entity Recognition‏‎ (29 revisions)
  69. Wiki writeup assignments for 10-710 in Fall 2011‏‎ (28 revisions)
  70. E.A. Leicht, Structure of Time Evo citation networks 2007‏‎ (28 revisions)
  71. Class meeting for 10-605 Phrases with Stream and Sort‏‎ (28 revisions)
  72. Machine Learning with Large Datasets 10-605‏‎ (28 revisions)
  73. A Latent Variable Model for Geographic Lexical Variation‏‎ (28 revisions)
  74. DmitryDavidov et al. CoNLL‏‎ (28 revisions)
  75. Castillo 2011‏‎ (27 revisions)
  76. M. Hurst and K. Nigam. Retrieving topical sentiments from online document collection.‏‎ (27 revisions)
  77. Entropy Minimization for Semi-supervised Learning‏‎ (27 revisions)
  78. Project Ideas - Derry, Reyyan‏‎ (27 revisions)
  79. Weng et al WSDM 10‏‎ (27 revisions)
  80. HMM‏‎ (26 revisions)
  81. Reyyan project abstract‏‎ (26 revisions)
  82. Cucerzan and Yarowsky, SIGDAT 1999‏‎ (26 revisions)
  83. Mrinmaya et. al. WWW'12‏‎ (26 revisions)
  84. Anderson et al KDD2012‏‎ (26 revisions)
  85. Restaurant Recommendations Based On Review Content‏‎ (26 revisions)
  86. Class meeting for 10-605 Randomized Algorithms‏‎ (26 revisions)
  87. BinLu et al. ACL2011‏‎ (25 revisions)
  88. Berg-Kirkpatrick et al, ACL 2010: Painless Unsupervised Learning with Features‏‎ (25 revisions)
  89. Empirical Risk Minimization‏‎ (25 revisions)
  90. A Clustering Approach for the Nearly Unsupervised Recognition of Nonliteral Language, EACL-2006‏‎ (25 revisions)
  91. Steve Hanneke and Eric Xing, Discrete Temporal Models of Social Networks‏‎ (25 revisions)
  92. Ulrik et al Nw Analysis of Collaboration Structure in Wikipedia‏‎ (25 revisions)
  93. Fader et al EMNLP 2011‏‎ (25 revisions)
  94. Class meeting for 10-605 Deep Learning‏‎ (25 revisions)
  95. Hyejuj project abstract‏‎ (25 revisions)
  96. Bo Pang Sujith Ravi 2012 Revisiting the Predictability of Language: Response Completion in Social Media‏‎ (24 revisions)
  97. Ling, X. and Weld, D. Temporal Information Extraction. AAAI-10‏‎ (24 revisions)
  98. Class meeting for 10-605 Parallel Perceptrons 1‏‎ (24 revisions)
  99. Miller et al ICWSM 2011‏‎ (24 revisions)
  100. Sun et. al., ICDM 2005‏‎ (24 revisions)
  101. Konstas et al. SIGIR 2009‏‎ (24 revisions)
  102. Taskar et al. 2004. Max-margin Parsing‏‎ (24 revisions)
  103. Garera 2009 Structural, Transitive and Latent Models for Biographic Fact Extraction‏‎ (24 revisions)
  104. Inferring Social Ties From Geographic Coincidences‏‎ (24 revisions)
  105. An End-to-End Discriminative Approach to Machine Translation‏‎ (24 revisions)
  106. Ideas for course projects for 10-605‏‎ (24 revisions)
  107. 10-601 Naive Bayes‏‎ (24 revisions)
  108. CYK Parsing‏‎ (23 revisions)
  109. Attribute Extraction‏‎ (23 revisions)
  110. Class meeting for 10-605 SSL on Graphs‏‎ (23 revisions)
  111. Supervised Random Walk‏‎ (23 revisions)
  112. Class meeting for 10-605 Scalable PageRank‏‎ (23 revisions)
  113. Cohen and Carvalho, 2005‏‎ (23 revisions)
  114. Link-PLSA-LDA: A new unsupervised model for topics and influence of blogs‏‎ (23 revisions)
  115. Project Draft 1 - diliu, dperciva‏‎ (23 revisions)
  116. Jure kdd09‏‎ (23 revisions)
  117. 10-601 Introduction to Probability‏‎ (23 revisions)
  118. Link propagation: A fast semi-supervised learning algorithm for link prediction‏‎ (22 revisions)
  119. Headden et al. NAACL 09‏‎ (22 revisions)
  120. GHC Hadoop cluster information‏‎ (22 revisions)
  121. Melia et al AISTATS 2001‏‎ (22 revisions)
  122. Word Alignments using an HMM-based model‏‎ (22 revisions)
  123. Yano et al NAACL 2009‏‎ (22 revisions)
  124. Predicting web searcher satisfaction with existing community-based answers‏‎ (22 revisions)
  125. Active Learning in Link Prediction for social networks‏‎ (22 revisions)
  126. Marcus and Wong, EMNLP 2002‏‎ (22 revisions)
  127. Bellare 2009 generalized expectation criteria for bootstrapping extractors using record text alignment‏‎ (22 revisions)
  128. Eisner algorithm‏‎ (22 revisions)
  129. Sha 2003 Shallow Parsing with Conditional Random Fields‏‎ (21 revisions)
  130. Pasca, WWW 2007‏‎ (21 revisions)
  131. Class meeting for 10-605 Workflows For Hadoop‏‎ (21 revisions)
  132. Link Prediction in Relational Data‏‎ (21 revisions)
  133. Gimpel and Smith, NAACL 2010‏‎ (21 revisions)
  134. Semantic Role Labeling as Sequential Tagging‏‎ (21 revisions)
  135. 10-601 Clustering‏‎ (21 revisions)
  136. Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (21 revisions)
  137. Part of Speech Tagging‏‎ (21 revisions)
  138. Compare Yano et al NAACL 2009 Link PLSA LDA‏‎ (21 revisions)
  139. Identifying influential bloggers: WSDM 2008‏‎ (21 revisions)
  140. Dan Cosley, AAAI, 2010‏‎ (21 revisions)
  141. Hall emnlp2008‏‎ (20 revisions)
  142. 10-601 Logistic Regression‏‎ (20 revisions)
  143. Influentials, Networks, and Public Opinion Formation‏‎ (20 revisions)
  144. List of First-Draft Project Proposals for 10-802 in Spring 2011‏‎ (20 revisions)
  145. Class meeting for 10-605 in Fall 2016 Hadoop Overview‏‎ (20 revisions)
  146. Class meeting for 10-605 in Fall 2016 Probability Review‏‎ (20 revisions)
  147. Measuring User Influence in Twitter: The Million Follower Fallacy‏‎ (19 revisions)
  148. Learning Domain-Specific Information Extraction Patterns from the Web‏‎ (19 revisions)
  149. Social Media Analysis 10-802 in Spring 2011‏‎ (19 revisions)
  150. Expectation Maximization‏‎ (19 revisions)
  151. Zhou et al ACM symposium on Applied Computing 2006‏‎ (19 revisions)
  152. Project Brainstorming for 10-710 in Fall 2011‏‎ (19 revisions)
  153. Yang et. al., SIGKDD 2012‏‎ (19 revisions)
  154. Lacoste-Julien et al, NAACL 2006‏‎ (19 revisions)
  155. Machine Translation‏‎ (19 revisions)
  156. J. Artiles et al. EMNLP 2009‏‎ (19 revisions)
  157. Banko 2007 Open Information Extraction from the Web‏‎ (19 revisions)
  158. Hassan & Radev ACL 2010‏‎ (19 revisions)
  159. Pak 2010 Twitter as a Corpus for Sentiment Analysis and Opinion Mining‏‎ (19 revisions)
  160. Roja Bandari et. al. ICWSM 2012‏‎ (18 revisions)
  161. Corporate Elite Networks and Governance Changes in the 1980s‏‎ (18 revisions)
  162. Visualization of Social Net‏‎ (18 revisions)
  163. Tsur et al ICWSM 10‏‎ (18 revisions)
  164. Comparison Das et al WSDM 2011 and Zhao et al AAAI 2007‏‎ (18 revisions)
  165. 10-601 Matrix Factorization‏‎ (18 revisions)
  166. Sparse Additive Generative Models of Text‏‎ (18 revisions)
  167. Davidov et al COLING 10‏‎ (18 revisions)
  168. Semantic Role Labeling‏‎ (18 revisions)
  169. Class meeting for 10-605 Parallel Perceptrons‏‎ (18 revisions)
  170. Turney,2002‏‎ (18 revisions)
  171. Class Meeting for 10-707 9/8/2010‏‎ (18 revisions)
  172. GeneralizedIterativeScaling‏‎ (18 revisions)
  173. Daume and Marcu 2005 Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction‏‎ (18 revisions)
  174. D. Lange et al., CIKM 2010‏‎ (18 revisions)
  175. A Discriminative Latent Variable Model for SMT‏‎ (18 revisions)
  176. Yang et al Modeling Information Diffusion in Implicit Networks‏‎ (18 revisions)
  177. Cohen 2003 a comparison of string distance metrics for name matching tasks‏‎ (18 revisions)
  178. Law et al., ECML 2010‏‎ (17 revisions)
  179. Esuli and Sebastiani ACT2007‏‎ (17 revisions)
  180. Latent semantic indexing‏‎ (17 revisions)
  181. Expectation Regularization‏‎ (17 revisions)
  182. Pal et al CIKM 2010‏‎ (17 revisions)
  183. Liben-Nowell Kleinberg J. Am.Soc.Inf.Sci.2007‏‎ (17 revisions)
  184. Higher Order Review Rating Sentiment Analysis‏‎ (17 revisions)
  185. Alternating Minimization‏‎ (17 revisions)
  186. Metaphor Detection in Different Topics‏‎ (17 revisions)
  187. Text summarization‏‎ (17 revisions)
  188. Daume et al, 2006‏‎ (17 revisions)
  189. Class meeting for 10-605 SGD and Hash Kernels‏‎ (17 revisions)
  190. Blei et al, 2002‏‎ (17 revisions)
  191. Soft Supervised Text Classification‏‎ (17 revisions)
  192. 10-601 Linear Regression‏‎ (17 revisions)
  193. Mayfield et al, CoNLL 2003‏‎ (17 revisions)
  194. Turney, ACL 2002‏‎ (16 revisions)
  195. Xuehan Xiong's project abstract‏‎ (16 revisions)
  196. Koehn et al, ACL 2003‏‎ (16 revisions)
  197. Markov Logic Networks‏‎ (16 revisions)
  198. PCFGs‏‎ (16 revisions)
  199. Li et al IJCAI 11‏‎ (16 revisions)
  200. Class meeting for 10-605 SGD for MF‏‎ (16 revisions)
  201. S. Patwardhan and E. Riloff. EMNLP 2009‏‎ (16 revisions)
  202. Compare Measuring User Influence in Twitter and Influentials, Networks, and Public Opinion Formation‏‎ (16 revisions)
  203. Vladimir Ouzienko, Prediction of Attributes and Links in Temporal Social Networks‏‎ (16 revisions)
  204. Jaccard similarity‏‎ (16 revisions)
  205. Gibbs sampling‏‎ (16 revisions)
  206. Practical very large CRFs‏‎ (16 revisions)
  207. 10-601 PAC‏‎ (16 revisions)
  208. Latent Friend Mining from Blog Data, ICDM 2006‏‎ (15 revisions)
  209. Danescu-Niculescu-Mizil et. al., WWW 2009‏‎ (15 revisions)
  210. Sentiment Analysis in Multiple Domains‏‎ (15 revisions)
  211. Is it Really About Me? Message Content in Social Awareness Streams‏‎ (15 revisions)
  212. Amazon Elastic MapReduce information‏‎ (15 revisions)
  213. Structured Models for Fine-to-Coarse Sentiment Analysis‏‎ (15 revisions)
  214. Mann 2005 Multi-Field Information Extraction and Cross-Document Fusion‏‎ (15 revisions)
  215. 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)
  216. Huang 2010 Conversational Tagging in Twitter‏‎ (15 revisions)
  217. Generalized Iterative Scaling‏‎ (15 revisions)
  218. 10-601 GM1‏‎ (15 revisions)
  219. 10-601 Topic Models‏‎ (15 revisions)
  220. Bagging‏‎ (15 revisions)
  221. Comparative Study : Sentiment Analysis using Automated pattern based appraoch VS Single structured model‏‎ (15 revisions)
  222. Comparison Andreevskaia et al ICWSM 2007 and MHurst KNigam RetrievingTopicalSentimentsFromOnlineDocumentColeections‏‎ (15 revisions)
  223. The Topic-Perspective Model for Social Tagging Systems‏‎ (15 revisions)
  224. Mid-term-project-preso‏‎ (15 revisions)
  225. Ristad and Yianilos 1997 Learning String Edit Distance‏‎ (15 revisions)
  226. A Sentiment Detection Engine for Internet Stock Message Boards‏‎ (15 revisions)
  227. Yano et al ICWSM 2010. What’s Worthy of Comment? Content and Comment Volume in Political Blogs‏‎ (15 revisions)
  228. Charniak and Johnson 2005‏‎ (15 revisions)
  229. Structured SVMs‏‎ (15 revisions)
  230. Class meeting for 10-605 Rocchio and Hadoop Workflows‏‎ (15 revisions)
  231. Automatic Evaluation Method‏‎ (15 revisions)
  232. Bethard cikm2010‏‎ (14 revisions)
  233. Test page method‏‎ (14 revisions)
  234. MUC‏‎ (14 revisions)
  235. Daume ICML 2009‏‎ (14 revisions)
  236. Daume et al, ML 2009‏‎ (14 revisions)
  237. Class meeting for 10-605 in Fall 2016 Overview‏‎ (14 revisions)
  238. Tips for writing wiki pages‏‎ (14 revisions)
  239. Benajiba and Rosso, LREC 2008‏‎ (14 revisions)
  240. Blei et al Latent Dirichlet Allocation‏‎ (14 revisions)
  241. Hunt for Project partners‏‎ (14 revisions)
  242. Liu K and Tang L. CIKM'11‏‎ (14 revisions)
  243. Machine Learning with Large Datasets 10-605 in Spring 2013‏‎ (14 revisions)
  244. K. Seymore et al, AAAI-99‏‎ (14 revisions)
  245. Dave et. al., WWW 2003‏‎ (14 revisions)
  246. Zhao et al, AAAI 07‏‎ (14 revisions - redirect page)
  247. Joint Inference in Information Extraction‏‎ (14 revisions)
  248. Detection of Ad Hominem attacks in blog and review data‏‎ (14 revisions)
  249. Final-project-review‏‎ (14 revisions)
  250. Freitag et al AAAI-99,Information extraction using HMMs and shrinkage.‏‎ (14 revisions)
  251. Structured Ensemble Cascades‏‎ (14 revisions)
  252. Accurate Unlexicalized Parsing‏‎ (14 revisions)
  253. Minimum error rate training‏‎ (14 revisions)
  254. Chambers and Jurafsky, Unsupervised Learning of Narrative Event Chains, ACL 2008‏‎ (14 revisions)
  255. Class meeting for 10-605 Phrase Finding‏‎ (14 revisions)
  256. Ritter et al NAACL 2010. Unsupervised Modeling of Twitter Conversations‏‎ (13 revisions)
  257. Lin et al KDD 2011‏‎ (13 revisions)
  258. ANERcorp‏‎ (13 revisions)
  259. Class meeting for 10-605 in Fall 2016 Streaming Naive Bayes‏‎ (13 revisions)
  260. Class meeting for 10-605 Randomized‏‎ (13 revisions)
  261. Class Meeting for 10-707 11/3/2010‏‎ (13 revisions)
  262. Github Repo Recommendation:Topic Model meets Code‏‎ (13 revisions)
  263. Borner Maru Goldstone The simultaneous evolution of author and paper networks 2004‏‎ (13 revisions)
  264. R. Ghani. ICML 2002‏‎ (13 revisions)
  265. Named Entity Recognition‏‎ (13 revisions)
  266. Class meeting for 10-405 Parallel Perceptrons‏‎ (13 revisions)
  267. Latent Social Network Influence‏‎ (13 revisions)
  268. Klein 2002 conditional structure versus conditional estimation in nlp models‏‎ (13 revisions)
  269. Akcora et al, SOMA 2010‏‎ (13 revisions)
  270. Cohn et al, Advances in Neural Information Processing Systems 2001‏‎ (13 revisions)
  271. Modeling Contagion Through Facebook News Feed‏‎ (13 revisions)
  272. Sentiment analysis‏‎ (13 revisions)
  273. Paper list‏‎ (13 revisions)
  274. Tag Predicting For Stackoverflow‏‎ (13 revisions)
  275. Understanding user information sharing behaviors‏‎ (13 revisions)
  276. Hoffmann et al., ACL 2010‏‎ (13 revisions)
  277. Document representation and query expansion models for blog recommendation‏‎ (13 revisions)
  278. Miwa 2009 a rich feature vector for protein protein interaction extraction from multiple corpora‏‎ (13 revisions)
  279. 10-601 SSL‏‎ (13 revisions)
  280. Hyeju Jang et al IRI 2006‏‎ (13 revisions)
  281. 10-601 Perceptrons and Voted Perceptrons‏‎ (12 revisions)
  282. What Are They Blogging About Personality Topic and Motivation in Blogs‏‎ (12 revisions)
  283. Zheleva and Getoor, WWW2009, PinKDD2007 paper comparison‏‎ (12 revisions)
  284. Information Extraction to Predict Judgement‏‎ (12 revisions)
  285. Riahi et al www 2012‏‎ (12 revisions)
  286. Class Meeting for 10-802 03/29/2011‏‎ (12 revisions)
  287. Gildea and Jurafsky Computational Linguistics 2002‏‎ (12 revisions)
  288. Project - Second Draft Proposal - Bo, Kevin, Rushin‏‎ (12 revisions)
  289. Brendan 2010 TweetMotif: Exploratory Search and Topic Summarization on Twitter‏‎ (12 revisions)
  290. Class Meeting for 10-710 09-08-2011‏‎ (12 revisions)
  291. Paper:Collins, ACL 2002‏‎ (12 revisions)
  292. Temporal ordering‏‎ (12 revisions)
  293. Das Sarma, Jain, and Yu, Dynamic Relationship and Event Discovery, WSDM 2011‏‎ (12 revisions)
  294. Paper‏‎ (12 revisions)
  295. Preserving the privacy of sensitive relationships in graph data. PinKDD, 2007‏‎ (12 revisions)
  296. Information Diffusion and External Influence in Networks‏‎ (12 revisions)
  297. List of Second-Draft Project Proposals for 10-802 in Spring 2011‏‎ (12 revisions)
  298. Settles, CALC 2010‏‎ (12 revisions)
  299. Cross-Lingual Mixture Model for Sentiment Classification, Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Ge Xu, Houfeng Wang, ACL 2012‏‎ (12 revisions)
  300. Krishnan 2006 an effective two stage model for exploiting non local dependencies in named entity recognition‏‎ (12 revisions)
  301. Analyzing Community driven Question Answering Sites‏‎ (12 revisions)
  302. Towards fine grained extended targets in sentiment analysis‏‎ (12 revisions)
  303. Compare latentfriend familiarstranger‏‎ (12 revisions)
  304. Stacked Sequential Learning‏‎ (12 revisions)
  305. 10-601 DR‏‎ (12 revisions)
  306. The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity‏‎ (12 revisions)
  307. Conditional Random Fields‏‎ (12 revisions)
  308. Frietag 2000 Maximum Entropy Markov Models for Information Extraction and Segmentation‏‎ (12 revisions)
  309. Within Document Coreference (WDC)‏‎ (12 revisions)
  310. Mixed membership models of scientific publication‏‎ (12 revisions)
  311. Tur et al, NLEJ 2003‏‎ (12 revisions)
  312. SAGE Weibo‏‎ (11 revisions)
  313. Bilenko and Mooney 2003 Adaptive duplicate detection using learnable string similarity measures‏‎ (11 revisions)
  314. Martins et al 2010‏‎ (11 revisions)
  315. Class Meeting for 10-710 10-11-2011‏‎ (11 revisions)
  316. McDonald et al, ACL 2005: Non-Projective Dependency Parsing Using Spanning Tree Algorithms‏‎ (11 revisions)
  317. Class meeting for 10-605 Midterm review and catchup‏‎ (11 revisions)
  318. R. K. Ando and T. Zhang. ACL 2005‏‎ (11 revisions)
  319. Class meeting for 10-605 Parallel Perceptrons 2‏‎ (11 revisions)
  320. Jansche 2002 Information extraction from voicemail transcripts‏‎ (11 revisions)
  321. Brill, CL 1995‏‎ (11 revisions)
  322. Crescenzi et al, 2001‏‎ (11 revisions)
  323. Forum-Based Language Learning Analysis‏‎ (11 revisions)
  324. Yue Lu, WWW 2010‏‎ (11 revisions)
  325. Andreevskaia et al., ICWSM 2007‏‎ (11 revisions)
  326. 10-601 Classification and K-NN‏‎ (11 revisions)
  327. Class meeting for 10-605 2013 04 10‏‎ (11 revisions)
  328. Automated Template Extraction‏‎ (11 revisions)
  329. Improving Knowledge-Based Weakly Supervised Information Extraction‏‎ (11 revisions)
  330. Ratliff, AISTATS 2007‏‎ (11 revisions)
  331. Richardson and Domingos KDD 2002‏‎ (11 revisions)
  332. Stochastic Gradient Descent‏‎ (11 revisions)
  333. 10-601B Perceptrons and Large Margin‏‎ (11 revisions)
  334. Adar, E. et al, WSDM 2009‏‎ (11 revisions)
  335. Berger et al 1996 a maximum entropy approach to natural language processing‏‎ (11 revisions)
  336. Comparison: O'Connor et al. ICWSM 2010 & Widespread Worry and Stock Market‏‎ (11 revisions)
  337. Pair HMM‏‎ (11 revisions)
  338. 10-601 Deep Learning 1‏‎ (11 revisions)
  339. Assignment 1 for 10-707 in Fall 2010‏‎ (11 revisions)
  340. McCallum Bellare and Pereira 2005 A Conditional Random Field for Discriminatively-Trained Finite-State String Edit Distance‏‎ (11 revisions)
  341. Z. Kou and W. Cohen. SDM 2007‏‎ (11 revisions)
  342. Zhou, Phy. Rev Phys. Rev. E 67, 041908 (2003)‏‎ (10 revisions)
  343. Kashoob, Caverlee and Ding ICWSM 2009‏‎ (10 revisions)
  344. Maximum Entropy model‏‎ (10 revisions)
  345. Clinical IE Project F10‏‎ (10 revisions)
  346. Wang et al ICDM 2010‏‎ (10 revisions)
  347. Accelerated Training of Conditional Random Fields with Stochastic Gradient Methods, Vishwanathan et al, ICML 2006‏‎ (10 revisions)
  348. Popescu and Pennacchiotti, CIKM 10‏‎ (10 revisions)
  349. Popular Event Tracking‏‎ (10 revisions)
  350. Class Meeting for 10-710 09-06-2011‏‎ (10 revisions)
  351. Do metaphors shape a listener's thinking?‏‎ (10 revisions)
  352. Class meeting for 10-605 Graph Architectures for ML‏‎ (10 revisions)
  353. 10-601 Bias-Variance‏‎ (10 revisions)
  354. Project Abstract - Rushin, Kevin, Bo‏‎ (10 revisions)
  355. Seshadri et at KDD'08‏‎ (10 revisions)
  356. Class meeting for 10-605 Similarity Joins‏‎ (10 revisions)
  357. Cosley et al 2010‏‎ (10 revisions)
  358. Yang et al, SIGIR 98‏‎ (10 revisions)
  359. Statistical properties of community structure in large social and information networks. In WWW ’08‏‎ (10 revisions)
  360. Assignment 2 for 10-707 in Fall 2010‏‎ (10 revisions)
  361. Product Feature Extraction and Sentiment Analysis in Product Reviews‏‎ (10 revisions)
  362. Ling and He Joint Sentiment Topic Model for Sentiment Analysis‏‎ (10 revisions)
  363. 10-601 Decision Trees‏‎ (10 revisions)
  364. Rosen-Zvi et al UAI 2004‏‎ (10 revisions)
  365. Popescu and Etzioni , EMNLP 2005‏‎ (10 revisions)
  366. Multilingual Sentiment Analysis in Microblogs‏‎ (10 revisions)
  367. Class Meeting for 10-710 09-27-2011‏‎ (10 revisions)
  368. Esuli and Sebastiani LREC 2006‏‎ (10 revisions)
  369. Training SMT Systems with Latent SVMs‏‎ (10 revisions)
  370. Elworthy, 1994 Does Baum-Welch re-estimation help taggers‏‎ (10 revisions)
  371. Generalized Expectation Criteria‏‎ (10 revisions)
  372. Yeh et al WikiWalk Random walks on Wikipedia for Semantic Relatedness‏‎ (10 revisions)
  373. Unsupervised Word Alignment with Arbitrary Features‏‎ (10 revisions)
  374. Denecke and Bernauer ARTIFICIAL INTELLIGENCE IN MEDICINE 2007‏‎ (10 revisions)
  375. Class Meeting for 10-802 10/09/2012‏‎ (9 revisions)
  376. Topic Modeling: Beyond Bag-of-Words‏‎ (9 revisions)
  377. Class meeting for 10-605 Subsampling Graphs‏‎ (9 revisions)
  378. Class Meeting for 10-710 09-01-2011‏‎ (9 revisions)
  379. L-BFGS‏‎ (9 revisions)
  380. E. Minkov et al. HLT/EMNLP 2005‏‎ (9 revisions)
  381. Pasca, CIKM 2007‏‎ (9 revisions)
  382. Class meeting for 10-405 Workflows For Hadoop‏‎ (9 revisions)
  383. Graphs over Time Densification Laws Shrinking Diameters and Possible Explanations‏‎ (9 revisions)
  384. Chen et al., CHI 2010‏‎ (9 revisions)
  385. Topic Detection and Tracking‏‎ (9 revisions)
  386. Narrative event chains‏‎ (9 revisions)
  387. Mota and Grishman, ACL-IJCNLP 2009‏‎ (9 revisions)
  388. Comparison mixed membership topic poisson‏‎ (9 revisions)
  389. Opinion mining‏‎ (9 revisions)
  390. Class meeting for 10-605 GraphLab‏‎ (9 revisions)
  391. Shmueli et. al. WWW2012‏‎ (9 revisions)
  392. Class Meeting for 10-707 10/27/2010‏‎ (9 revisions)
  393. Lafferty 2001 Conditional Random Fields‏‎ (9 revisions)
  394. Class meeting for 10-605 Scalable Testing‏‎ (9 revisions)
  395. Online Inference of Topics with Latent Dirichlet Allocation‏‎ (9 revisions)
  396. TwitterNER‏‎ (9 revisions)
  397. SEARN‏‎ (9 revisions)
  398. 10-601 Review‏‎ (9 revisions)
  399. Class meeting for 10-605 Unsupervised Learning On Graphs‏‎ (9 revisions)
  400. Weld et al SIGMOD 2009‏‎ (9 revisions)
  401. Web Data Extraction Based on Partial Tree Alignment‏‎ (9 revisions)
  402. Gabrilovich and Markovitch IJCAI 2007‏‎ (9 revisions)
  403. Huang et al, ACL 2009: Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering‏‎ (9 revisions)
  404. Class meeting for 10-605 2012 02 14‏‎ (9 revisions)
  405. Class Meeting for 10-802 02/24/2011‏‎ (9 revisions)
  406. Class meeting for 10-605 2013 LDA 2‏‎ (9 revisions)
  407. Comparison of Birke07 and Birke06‏‎ (9 revisions)
  408. Can predicate-argument structures be used for contextual opinion retrieval from blogs?‏‎ (9 revisions)
  409. 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)
  410. Albert Barabasi Topology of Evolving Networks: Local Events and Universality 2000‏‎ (9 revisions)
  411. Kim et al 2007‏‎ (9 revisions)
  412. Cha, M., A. Mislove, and K. P Gummadi. 2009. A measurement-driven analysis of information propagation in the Flickr social network‏‎ (9 revisions)
  413. Xiang et al., 2010,Modeling Relationship Strength in Online Social Networks‏‎ (9 revisions)
  414. Zhang et all, WWW 2007‏‎ (9 revisions)
  415. Class meeting for 10-605 2013 02 11‏‎ (9 revisions)
  416. Paper:Choi Y. and C. Cardie., ACL 2010‏‎ (9 revisions)
  417. 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)
  418. Ancora‏‎ (9 revisions)
  419. Structured Output Learning with Indirect Supervision‏‎ (9 revisions)
  420. 10-601 GM2‏‎ (9 revisions)
  421. Method‏‎ (9 revisions)
  422. Jiao et al COLING 2006‏‎ (9 revisions)
  423. Dietterich 2008 gradient tree boosting for training conditional random fields‏‎ (9 revisions)
  424. PropBank‏‎ (8 revisions)
  425. 10-601 Ensembles 1‏‎ (8 revisions)
  426. Ramnath Balasubramanyan et. al. ICWSM 2012‏‎ (8 revisions)
  427. Compare Rodriguez Barabasi‏‎ (8 revisions)
  428. Chang and Blei, AOAS2010‏‎ (8 revisions)
  429. Project Second Draft-Subhodeep Manaj‏‎ (8 revisions)
  430. 10-601B Intro to Neural Networks‏‎ (8 revisions)
  431. Class Meeting for 10-710 11-01-2011‏‎ (8 revisions)
  432. Beam Search‏‎ (8 revisions)
  433. Compare Y. Borghol et al. 2011 and The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity‏‎ (8 revisions)
  434. Guide for Happy Hadoop Hacking‏‎ (8 revisions)
  435. Class Meeting for 10-802 02/03/2011‏‎ (8 revisions)
  436. Class Meeting for 10-802 01/18/2011‏‎ (8 revisions)
  437. TagATune‏‎ (8 revisions)
  438. 10-601 Ensembles‏‎ (8 revisions)
  439. Class meeting for 10-605 2013 01 21‏‎ (8 revisions)
  440. Metaphor identification using verb and noun clustering‏‎ (8 revisions)
  441. Machine Transliteration‏‎ (8 revisions)
  442. Inferring the Diffusion and Evolution of Topics in Social Communities‏‎ (8 revisions)
  443. Compare Modeling Contagion Through Facebook News Feed and Cascading Behavior in Large Blog Graphs‏‎ (8 revisions)
  444. TED.com‏‎ (8 revisions)
  445. Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms‏‎ (8 revisions)
  446. Goyal et al., 2010, Learning Influence Probabilities In Social Networks‏‎ (8 revisions)
  447. Gilbert et al., ICWSM 2010‏‎ (8 revisions)
  448. Collier et al. Journal of Biomedical Semantics 2011‏‎ (8 revisions)
  449. Hassan et al, ICWSM 2009‏‎ (8 revisions)
  450. Teh et, JASA2006‏‎ (8 revisions)
  451. Leskovec, Backstrom and Kleinberg KDD 09 News and Blog dataset‏‎ (8 revisions)
  452. Class meeting for 10-605 2013 02 18‏‎ (8 revisions)
  453. Class meeting for 10-605 2013 04 08‏‎ (8 revisions)
  454. Improving SMT word alignment with binary feedback‏‎ (8 revisions)
  455. Class Meeting for 10-710 09-29-2011‏‎ (8 revisions)
  456. Heckerman, JMLR 2000‏‎ (8 revisions)
  457. Datasets studied in Analysis of Social Media‏‎ (8 revisions)
  458. 10-601 K-NN And Trees - Lecture from Fall 2013‏‎ (8 revisions)
  459. Barzilay and Elhadad, 2003‏‎ (8 revisions)
  460. Class Meeting for 10-710 10-06-2011‏‎ (8 revisions)
  461. Widespread Worry and the Stock Market‏‎ (8 revisions)
  462. 10-601 Ensembles 2‏‎ (8 revisions)
  463. Class meeting for 10-605 Subsampling a Graph‏‎ (8 revisions)
  464. Comparison: Widespread Worry and the Stock Market versus Sentiment Detection Engine for Internet Stock Message Boards‏‎ (8 revisions)
  465. Borkar et al, SIGMOD 2001‏‎ (8 revisions)
  466. Jazz musicians network‏‎ (8 revisions)
  467. Class meeting for 10-605 Hadoop Overview‏‎ (8 revisions)
  468. Class meeting for 10-405 Deep Learning‏‎ (8 revisions)
  469. Class meeting for 10-605 Project Reports‏‎ (8 revisions)
  470. Talukdar 2006 a context pattern induction method for named entity extraction‏‎ (8 revisions)
  471. Information Extraction 10-707 in Fall 2010‏‎ (7 revisions)
  472. Class Meeting for 10-707 10/20/2010‏‎ (7 revisions)
  473. Class Meeting for 10-802 09/18/2012‏‎ (7 revisions)
  474. Multi-Domain Learning: When Do Domains Matter‏‎ (7 revisions)
  475. Topic Segmentation‏‎ (7 revisions)
  476. Comparison Mrinmaya et. al. WWW2012 and McCallum et al 2004‏‎ (7 revisions)
  477. Modeling Relational Events via Latent Classes‏‎ (7 revisions)
  478. Blog Summarization CIKM 2007 dataset‏‎ (7 revisions)
  479. Class meeting for 10-605 2013 04 03‏‎ (7 revisions)
  480. Hu and Liu, AAAI 2004‏‎ (7 revisions)
  481. Perez-Cruz and Ghahramani 2007 Conditional graphical models‏‎ (7 revisions)
  482. 10-601 Course Overview‏‎ (7 revisions)
  483. Siddiqi et al 2009 Reduced-Rank Hidden Markov Models‏‎ (7 revisions)
  484. Proposal yuzhou xin‏‎ (7 revisions)
  485. The origin of bursts and heavy tails in human dynamics‏‎ (7 revisions)
  486. Class Meeting for 10-802 10/25/2012‏‎ (7 revisions)
  487. Leman Akoglu et al KDD'10‏‎ (7 revisions)
  488. Class Meeting for 10-802 10/23/2012‏‎ (7 revisions)
  489. Class meeting for 10-605 2013 01 23‏‎ (7 revisions)
  490. Heckner et al., ICWSM2009‏‎ (7 revisions)
  491. Assignment 3 for 10-707 in Fall 2010‏‎ (7 revisions)
  492. Building domain specific NERs by using information from domain-general annotations‏‎ (7 revisions)
  493. Haghighi and Klein, ACL 2006: Prototype-Driven Learning for Sequence Models‏‎ (7 revisions)
  494. Class meeting for 10-605 2013 04 17‏‎ (7 revisions)
  495. Class Meeting for 10-710 10-04-2011‏‎ (7 revisions)
  496. Tsochantaridis et al, JMLR 2005‏‎ (7 revisions)
  497. Reynar et al, A maximum entropy approach to identifying sentence boundaries. 1997‏‎ (7 revisions)
  498. Boosting‏‎ (7 revisions)
  499. L. Ku, Y. Liang, and H. Chen. Opinion extraction, summarization and tracking in news and blog corpora. In Proceedings of AAAI-2006‏‎ (7 revisions)
  500. 10-601 Evaluation‏‎ (7 revisions)

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