Sequence Labelling SVMs Trained in One Pass

Author:

Bordes Antoine,Usunier Nicolas,Bottou Léon

Publisher

Springer Berlin Heidelberg

Reference18 articles.

1. Bakır, G., Hofmann, T., Schölkopf, B., Smola, A.J., Taskar, B., Vishwanathan, S.V.N. (eds.): Predicting Structured Outputs. MIT Press, Cambridge (2007)

2. Altun, Y., Tsochantaridis, I., Hofmann, T.: Hidden Markov support vector machines. In: Proceedings of the 20th International Conference on Machine Learning (ICML 2003). ACM Press, New York (2003)

3. Tsochantaridis, I., Joachims, T., Hofmann, T., Altun, Y.: Large margin methods for structured and interdependent output variables. Journal of Machine Learning Research 6, 1453–1484 (2005)

4. Daumé III, H., Langford, J., Marcu, D.: Search-based structured prediction as classification. In: NIPS Workshop on Advances in Structured Learning for Text and Speech Processing, Whistler, Canada (2005)

5. Taskar, B., Guestrin, C., Koller, D.: Max-margin Markov networks. In: Advances in Neural Information Processing Systems, vol. 16. MIT Press, Cambridge (2004)

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