P. N. Bennett and N. Nguyen, Refined experts, Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, SIGIR '09, pp.11-18
DOI : 10.1145/1571941.1571946

L. Bottou and O. Bousquet, The tradeoffs of large scale learning, NIPS, pp.161-168, 2008.

R. Fan, K. Chang, C. Hsieh, X. Wang, and C. Lin, LIBLINEAR: A library for large linear classification, Journal of Machine Learning Research, vol.9, pp.1871-1874, 2008.

T. Liu, Y. Yang, H. Wan, H. Zeng, Z. Chen et al., Support vector machines classification with a very large-scale taxonomy, ACM SIGKDD Explorations Newsletter, vol.7, issue.1, pp.36-43, 2005.
DOI : 10.1145/1089815.1089821

O. Madani and J. Huang, Large-scale many-class prediction via flat techniques. Workshop on Large-Scale Hierarchical Text Classification at ECIR, 2010.

A. Y. Ng and M. I. Jordan, On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes, Neural Information Processing Systems, pp.841-848, 2001.

G. Xue, D. Xing, Q. Yang, and Y. Yu, Deep classification in large-scale text hierarchies, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR '08, pp.619-626
DOI : 10.1145/1390334.1390440