Stan modeling language and C++ library for Bayesian inference. NUTS adaptive HMC (MCMC) sampling, automatic differentiation, R, shell interfaces. Gelman.
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.
A. Hendrickson, J. Wang, и M. Atzmueller. Proc. 24th International Symposium on Methodologies for Intelligent Systems (ISMIS), Heidelberg, Germany, Springer Verlag, ((accepted) 2018)
C. Kling, J. Kunegis, S. Sizov, и S. Staab. Proceedings of the 7th ACM international conference on Web search and data mining, стр. 603--612. ACM, (2014)
D. Ramage, D. Hall, R. Nallapati, и C. Manning. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1, стр. 248--256. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)
X. Liu, и W. Croft. Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, стр. 186--193. New York, NY, USA, ACM, (2004)
X. Liu, и W. Croft. Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, стр. 186--193. New York, NY, USA, ACM, (2004)
D. Ramage, D. Hall, R. Nallapati, и C. Manning. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1, стр. 248--256. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)
R. Nallapati, A. Ahmed, E. Xing, и W. Cohen. Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, стр. 542--550. New York, NY, USA, ACM, (2008)
C. Wang, и D. Blei. Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, стр. 448--456. New York, NY, USA, ACM, (2011)
J. Kang, K. Lerman, и L. Getoor. (2013)cite arxiv:1301.6277Comment: The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013).
M. Rosen-Zvi, T. Griffiths, M. Steyvers, и P. Smyth. Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI), San Francisco, CA, Morgan Kaufmann, (2004)
E. Alfonseca, K. Filippova, J. Delort, и G. Garrido. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2, стр. 54--59. Stroudsburg, PA, USA, Association for Computational Linguistics, (2012)
C. Haruechaiyasak, и C. Damrongrat. Digital Libraries: Universal and Ubiquitous Access to Information, том 5362 из Lecture Notes in Computer Science, Springer Berlin Heidelberg, (2008)
J. Kang, K. Lerman, и L. Getoor. (2013)cite arxiv:1301.6277Comment: The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013).
E. Alfonesca, и J. Delort. Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (ECAL) 2012, Avignon, France, (2012)
J. Delort, и E. Alfonseca. Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL'12), Avignon, France, (2012)
J. Tang, H. fung Leung, Q. Luo, D. Chen, и J. Gong. IJCAI'09: Proceedings of the 21st international jont conference on Artifical intelligence, стр. 2089--2094. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2009)
G. Ifrim, M. Theobald, и G. Weikum. Proceedings of the 22nd International Conference on Machine Learning - Learning in Web Search (LWS 2005), стр. 18--26. Bonn, Germany, (2005)