This working note presents an embedding based Bag-of-Words method and Recurrent Neural Network to achieve an automatic question classification in the code-mixed Bengali-English text.  ...  Question classification is a key task in many question answering applications. Nearly all previous work on question classification has used machine learning and knowledge-based methods.  ...  We used only two different embedding sizes, 50 and 100. We tried BoW and RNN based methods for developing the code-mixed question classification system.  ...