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@ARTICLE{neal:2000,
author = {Radford Neal},
title = {Slice Sampling},
journal = {Annals of Statistics},
year = 2000,
volume =31,
pages = {705--767}
}
@inproceedings{johnson:2009,
author = {Johnson, Mark and Goldwater, Sharon},
title = {Improving nonparameteric Bayesian inference: experiments on unsupervised word segmentation with adaptor grammars},
booktitle = {NAACL '09: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = {2009},
pages = {317--325},
location = {Boulder, Colorado},
}
@article{griffiths:2004,
author = {Thomas L. Griffiths and Mark Steyvers},
journal = {Proceedings of the National Academy of Sciences},
number = {Suppl. 1},
pages = {5228--5235},
title = {Finding scientific topics},
volume = 101,
year = 2004,
}
@article{blei:2003,
author={David M. Blei and Andrew Y. Ng and Michael I. Jordan and John Lafferty},
title={Latent {Dirichlet} Allocation},
year=2003,
journal={Journal of Machine Learning Research},
volume=3,
pages={993--1022}
}
@article{pitman:1997,
author={Jim Pitman and Marc Yor},
year=1997,
volume=25,
number=2,
pages={855--900},
title={The two-parameter {Poisson}-{Dirichlet} distribution derived from a stable subordinator},
journal={Annals of Probability}
}
@inproceedings{teh:2006,
author={Yee Whye Teh},
year=2006,
pages={985--992},
booktitle={Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics},
title={A hierarchical {Bayesian} language model based on {Pitman}-{Yor} processes}
}
@incollection{goldwater:2006,
author={Sharon Goldwater and Tom Griffiths and Mark Johnson},
year=2006,
editor={Y. Weiss and B. Sch\"olkopf and J. Platt},
booktitle={Advances in Neural Information Processing Systems 18},
pages={459--466},
address={Cambridge, MA},
publisher={MIT Press},
title={Interpolating between types and tokens by estimating power-law generators}
}
@article{geman:1984,
author={Stuart Geman and Donald Geman},
year=1984,
title={Stochastic relaxation, {Gibbs} distributions and the {Bayesian} restoration of images},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume=6,
pages={721--741}
}
@techreport{ganchev:penn:2009,
title = {Posterior Regularization for Structured Latent Variable Models},
author = {Kuzman Ganchev and Joao Graca and Jennifer Gillenwater and Ben Taskar},
institution = {University of Pennsylvania Department of Computer and Information Science},
number = {MS-CIS-09-16},
year = {2009}
}
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