为一篇给定主题的论文提供参考文献列表。


主题: 机器学习和自然语言处理
参考文献列表：

1. Alpaydin, E. (2010). Introduction to Machine Learning (2nd ed.). Cambridge, MA: MIT Press.

2. Manning, C., & Schutze, H. (1999). Foundations of Statistical Natural Language Processing. Cambridge, MA: MIT Press.

3. Jurafsky, D., & Martin, J. H. (2019). Speech and Language Processing (3rd ed.). Boston, MA: Pearson.

4. Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. Cambridge, MA: MIT Press.

5. Goldberg, Y. (2017). Neural Network Methods for Natural Language Processing. San Rafael, CA: Morgan & Claypool Publishers.

6. Chollet, F. (2018). Deep Learning with Python. Shelter Island, NY: Manning.

7. Kuhn, M., & Johnson, K. (2013). Applied Predictive Modeling. New York, NY: Springer.

8. Zhang, M.-L., Wu, J., Zhou, C., & Li, W. (2019). Natural Language Processing and Chinese Computing. Cham, Switzerland: Springer.

9. Bengio, S., Courville, Y., & Vincent, P. (2013). Representation Learning: A Review and New Perspectives. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(8), 1798-1828.

10. Mikolov, T., Chen, K., Corrado, G., & Dean, J. (2013). Efficient Estimation of Word Representations in Vector Space. In Proceedings of the International Conference on Learning Representations.