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- 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)
- Contrastive Estimation (43 revisions)
- Jurgens and Lu ICWSM 2012 (43 revisions)
- Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews (43 revisions)
- Analysis of Twitter user's location behaviors (43 revisions)
- Posterior Regularization for Expectation Maximization (43 revisions)
- Machine Learning with Large Datasets 10-405 in Spring 2018 (43 revisions)
- Wu and Weld WWW 2008 (43 revisions)
- Machine Learning with Large Datasets 10-605 in Fall 2015 (41 revisions)
- Integer Linear Programming (40 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)
- Syllabus for Information Extraction 10-707 in Fall 2010 (39 revisions)
- Proposal 2nd Draft Nitin Yandong Ming Yanbo (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)
- M. Kim and J. Leskovec. ICML'12 (39 revisions)
- Yoshikawa 2009 jointly identifying temporal relations with markov logic (38 revisions)
- The viability of web-derived Polarity Lexicons (38 revisions)
- Koo and Collins ACL 2010 (37 revisions)
- OConnor et. al., ICWSM 2010 (37 revisions)
- Project 2nd draft Derry Reyyan (36 revisions)
- Paper-review assignments for this class (36 revisions)
- Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure (36 revisions)
- Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017 (36 revisions)
- Wu et al KDD 2008 (36 revisions)
- Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns (35 revisions)
- Entropy Gradient for Semi-Supervised Conditional Random Fields (35 revisions)
- MRS Guinea Pig (35 revisions)
- Inside Outside algorithm (34 revisions)
- Blog summarization: CIKM 2007 (34 revisions)
- Lau et al HLT 1993 (33 revisions)
- Eisenstein et al 2011: Sparse Additive Generative Models of Text (33 revisions)
- Modeling Spread of Disease from Social Interaction (33 revisions)
- Lin and Wu. 2009. Phrase Clustering for Discriminative Learning. (33 revisions)
- Semantic Role Labeling with CRFs (33 revisions)
- Project - Second Draft Proposal - Yuzhou (32 revisions)
- Girvan et al PNAS 2002 (32 revisions)
- Unsupervised Modeling of Dialog Acts in Asynchronous Conversation (32 revisions)
- Birch et al, StatMT 2006 (32 revisions)
- Brin 1998 Extracting Patterns and Relations from the World Wide Web (32 revisions)
- What VS What? Detect Controversial Topics in Online Community (31 revisions)
- Mark my words! (31 revisions)
- Denis and Muller, Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition, IJCAI 2011 (31 revisions)
- David M. Blei and Pedro J. Moreno, Topic Segmentation with an Aspect Hidden Markov Model, SIGIR 2001 (31 revisions)
- Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data (31 revisions)
- Catching and Forecasting Popular Videos on Youtube (30 revisions)
- Bamman et. al., FIRST MONDAY 2012 (30 revisions)
- Chklovski and Pantel (2004) Verbocean:Mining the web for fine-grained semantic verb relations (29 revisions)
- Comparative Study of Discriminative Models in SMT (29 revisions)
