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- 10-601 Bias-Variance
- 10-601 Markov Decision Processes and Reinforcement Learning
- 10-601 Network Models
- 2008 Political Blogs
- 20 Newsgroups
- 28 subjects
- 4-square data and location-based Twitter data
- ACL Anthology
- ACL Antology
- A collection of categorized document
- A notion of word order
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- Adamic, Zhang, Bakshy, and Ackerman, Knowledge Sharing and Yahoo Answers: Everyone Knows Something, WWW 2008
- Agarwal, ICWSM 2009
- Agarwal et al ICWSM 2009
- Alice’s Adventures in Wonderland by Lewis Carroll
- An Experimental Study of the Coloring Problem on Human Subject Networks
- Apappu writeup of Roth talk
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- Apappu writeup on Collins
- Apappu writeup on Lee Giles
- ArXiv Comprehensive
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- Bo Pang Sujith Ravi 2012 Revisiting the Predictability of Language: Response Completion in Social Media
- Borkar 2001 Automatic Segmentation of Text Into Structured Records
- Breck et al.2007
- British National Corpus
- Build an anxiety index for LiveJournal, an active blogging community
- Cascading Behavior in Blog Networks
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- Category
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- Choi et al 2005
- Choi et al 2006
- Choudhury et al ICWWW 2010
- Chun-Nam John Yu, Hofmann , Learning structural SVMs with latent variables 2009
- Class Meeting for 10-710 08-30-2011
- Class meeting for 10-605 2012 02 09
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- Community structure in social and biological networks
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- Compare latentfriend familiarstranger
- Comparison Rosen-Zvi el al and cohn et al
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- Comparison of Topic Evolution Analysis with Citations
- Complement Naive Bayes
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- Convex programming
- Cora
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- Cross-Lingual Mixture Model for Sentiment Classification, Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Ge Xu, Houfeng Wang, ACL 2012
- D. McAllester and J. Keshet NIPS 2010
- Das Sarma, Jain, and Yu, Dynamic Relationship and Event Discovery, WSDM 2011
- Dataset:ODP
- Dataset:Wordnet
- Decide the number of mixture components in grouped data
- Decision tree
- Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process
- Dependency Networks for Inference, Collaborative Filtering, and Data Visualization
- Detecting Topic Evolution in Scientific Literature: How Can Citations Help?
- Determining Social Network Attributes
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- Dong and Fu, Cultural difference in image tagging, SIGCHI, Atlanta, Georgia: ACM, 2010, pp. 981-984
- Dsafad
- Dwijaya Social Media Analysis
- E. Minkov et al.
- EachMovie
- Edinburgh Corpus
- Elegans scientific corpus
- Emotion Corpus (Upinion)
- EntropicGraphRegularization
- Entropy Minimization for Semi-supervised Learning
- Esuli and Sebastiani 2006
- Esuli et al. 2006
- EuTrans Corpus
- Eugene Charniak et al, ACL 2000
- Expectation-maximization algorithm
- Expert Search
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- Explain the downward movement of stock prices using sentiment analysis methods
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- GaussianJointDistCommands.m
- Geotagged Tweets
- Gibbs Random Field
- Gilad Mishne and Maarten de Rijke, Capturing Global Mood Levels using Blog Posts, AAAI '06
- Gini coefficient
- Girju et al., 2006
- Graph Cut
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- Group-based classification model
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- Hassan et al, ACL 2010
- Hearst, 1992
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- Here
- Hidden Markov Model
- Hierarchical Dirichlet process
- Hill Climbing
- HotCopper
- How people evaluate information in a social Q&A environment
- How to use the video equipment
- Hu SIGKDD 2004
- Hu and Liu, 2004
- Identify the latent class as well as dyadic events
- Identifying high-quality content in social media sites
- Identity and Search in Social Networks
- Incorporate both methods
- Incremental Gibbs sampling
- Independent Learning
- Inductive content analysis
- Industry Sector
- Inference Cost
- Inferring networks of diffusion
- International events involving entities from 450 countries over the 2000-2005 time period
- Jason S Kessler icwsm09
- Jasonkjohnson noyear orbit product representation and correction of gaussian belief propagation
- Jensen-Shannon divergence
- JointDistCommands.m
- Joyce & Kraut, JCMC 2006
- K-anonymity
- K-exposed
- K-means
- KL Divergence
- KNN
- Kamps LREC 2004
- KeisukeKamataki project abstract
- Kessler et al. 2009
- Klein Royal-Society1952
- Krogh 1994
- L. Ku, Y. Liang, and H. Chen. Opinion extraction, summarization and tracking in news and blog corpora. In Proceedings of AAAI-2006
- LDA
- LIBSVM -- A Library for Support Vector Machines
- Lack of Sparsity
- Lampe & Johnston, SIGGROUP 2005
- Learning Influence Probabilities as
- Learning Multilingual Subjective Language via Cross-Lingual Projections
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- Leskovec, ACM Conference on Electronic Commerce (EC), 2006.
- Liang and Klein 2009 Online EM for Unsupervised Models
- Liben-Nowell PNAS 2005
- Lin, 1999
- Lin et al KDD 2011
- Lindsay 2008
- Linear Threshold Models - Diffusion models
- List of First-Draft Project Proposals for 10-802 in Spring 2011
- List of Second-Draft Project Proposals for 10-802 in Spring 2011
- Liu K and Tang L. CIKM'11
- Liu and Nocedal, 1989
- Liuliu project abstract
- Liuy project abstract
- LiveJournal post stream gathered using atom listener
- Logistic Regression
- Luke et al, Uncertainty in Artificial Intelligence 2005
- M. Kim and J. Leskovec. ICML'12
- MCMC algorithm for posterior inference under hierarchical Dirichlet process mixtures
- Macskassy: Contextual linking behavior of bloggers
- Mao and G. Lebanon, 2006
- Marcken, 1996
- Mark my words!
- Martins et al. EMNLP 2011. Structured Sparsity in Structured Prediction
- Max-Margin Markov Networks
- Maxima
- Maximization of the benefit function known as "modularity"
- Maximum Entropy Markov Models
- Mehdi project abstract
- MemeTracker
- Midterm 805 project report
- Miray Dongyang Niting project proposal
- Mnduong project abstract
- Model Dataset
- Models of metaphor in NLP
- Mrinmaya et. al. WWW'12
- Msharifi Han wirteup of Borthwick, Sterling, Agichtein and Grishman
- Multi-class Classification
- Multi-linear regression
- Munteanu and Marcu, 2006
- My Singing Monsters Hack Cheats Generator Tool on iOS and Android 2023
- NETtalk corpus
- NIPS 1988-1999
- NTCIR
- Nallapati Cohen Link PLSA LDA
- Named Entity Recognition with Character-Level Models
- Naïve Bayes
- Nematode biology abstracts
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- NiLao LiuLiu YandongLiu project abstract
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- Normalized Learning
- Normalized discounted cumulative gain
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- Nschneid Liuy Project status update
- OOV Detection from ASR Hypothesis - Project Midway Report
- OOV dection from ASR hypothesis - Project Midway Report
- Observe and track the popular events or topics
- Old midterm links
- Online inference model for LDA
- Overfitting
- Overlapping communities
- Overparametrization
- PNAS Dataset
- PRISMA
- Pang and Lee, 2004
- Paper:Klein et al, CoNLL 2003
- Paper:Phrase Clustering for Discriminative Learning
- PennBioIE
- Perplexity
- Philgoo Han writeup of Giles Talk
- Philipp Keller
- Philipp Keller's dataset
- Phrase Clustering for Discriminative Learning
- Pitt/OpinionFinder subjectivity lexicon
- Predict the attributes and links in Temporal Social Network.
- Presentation
- Principal Component Analysis
- Privacy attacks
- Project Mehdi Samadi
- Project Second Draft-Subhodeep Manaj
- Project presentation
- Projects for Machine Learning with Large Datasets 10-605 in Spring 2012
- Projects for Machine Learning with Large Datasets 10-605 in Spring 2014
- Proposal Draft
- Proposal Draft Yanbo Ming
- Proposed a discrete temporal model family that is capable of modeling network evolution, while maintaining the flexibility of ERGMs. It also proposed such models to build upon ERGMs as much as possible.
- PubMed
- Qhe et al Detecting Topic Evo 2009
- Question-Answer Sharing Analysis
- Question types
