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- Chun-Nam John Yu, Hofmann , Learning structural SVMs with latent variables 2009 (59 revisions)
- Topic Model Approach to Authority Identification (54 revisions)
- Bansal et al, ACL 2011 (53 revisions)
- Das Sarma et. al., Dynamic Relationship and Event Discovery, WSDM 2011 (53 revisions)
- Reisinger et al 2010: Spherical Topic Models (52 revisions)
- Analyzing User Tweets around foursquare checkins (52 revisions)
- Leskovec et al., WWW 2010 (52 revisions)
- Globerson et al. ICML 2007. Exponentiated Gradient Algorithms for Log Linear Structured Prediction (51 revisions)
- Tom Broxton el al., Catching a viral video, J Intell Inf Syst 2011 (51 revisions)
- Hopkins and May, EMNLP 2011. Tuning as Ranking (51 revisions)
- Machine Learning with Large Datasets 10-605 in Spring 2014 (50 revisions)
- Roth and Yih, ICML 2005. Integer Linear Programming Inference for Conditional Random Fields (50 revisions)
- Tackstrom and McDonald, ECIR 2011. Discovering fine-grained sentiment with latent variable structured prediction models (50 revisions)
- Ravi and Knight, ACL 2011 (48 revisions)
- Syllabus for Structured Prediction 10-710 in Fall 2011 (48 revisions)
- Miray Dongyang Niting project proposal (46 revisions)
- Lin et al KDD 2010 (46 revisions)
- Bartlett et al., ACL-HLT 2008. Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion (45 revisions)
- Controversial events detection (45 revisions)
- 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)
- Main Page (44 revisions)
- Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews (43 revisions)
- Wu and Weld WWW 2008 (43 revisions)
- Posterior Regularization for Expectation Maximization (43 revisions)
- Analysis of Twitter user's location behaviors (43 revisions)
- Contrastive Estimation (43 revisions)
- Machine Learning with Large Datasets 10-405 in Spring 2018 (43 revisions)
- Jurgens and Lu ICWSM 2012 (43 revisions)
- Machine Learning with Large Datasets 10-605 in Fall 2015 (41 revisions)
- Ritter et al, EMNLP 2011. Named Entity Recognition in Tweets: An Experimental Study (40 revisions)
- Wikipedia Infobox Generator Using Cross Lingual Unstructured Text (40 revisions)
- Integer Linear Programming (40 revisions)
- Syllabus for Information Extraction 10-707 in Fall 2010 (39 revisions)
- M. Kim and J. Leskovec. ICML'12 (39 revisions)
- Smith and Eisner 2008:Dependency parsing by belief propagation (39 revisions)
- Chambers and Jurafsky, Jointly combining implicit constraints improves temporal ordering, EMNLP 2008 (39 revisions)
- Proposal 2nd Draft Nitin Yandong Ming Yanbo (39 revisions)
- The viability of web-derived Polarity Lexicons (38 revisions)
- Yoshikawa 2009 jointly identifying temporal relations with markov logic (38 revisions)
- OConnor et. al., ICWSM 2010 (37 revisions)
- Koo and Collins ACL 2010 (37 revisions)
- Paper-review assignments for this class (36 revisions)
- Wu et al KDD 2008 (36 revisions)
- Project 2nd draft Derry Reyyan (36 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017 (36 revisions)
- Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure (36 revisions)
- Entropy Gradient for Semi-Supervised Conditional Random Fields (35 revisions)
- MRS Guinea Pig (35 revisions)
- Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns (35 revisions)
- Blog summarization: CIKM 2007 (34 revisions)