2008-05-16 semi-supervised learning
半教師あり学習（semi-supervised learning）の最近の動向を紹介する。
- Suzuki, J., Fujino, A., and Isozaki, H. (2007). Semi-supervised structured output learning based on a hybrid generative and discriminative approach. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 791–800.
- Ando, R. K. and Zhang, T. (2005b). A high-performance semi-supervised learning method for text chunking. In Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, pages 1–9, Morristown, NJ, USA. Association for Computational Linguistics.
- Ando, R. K. and Zhang, T. (2007). Two-view feature generation model for semi-supervised learning. In Proceedings of the 24th International Conference on Machine Learning, pages 25–32, New York, NY, USA. ACM.