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Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings

M. Anand Kumar, Soman K. P
2016 Forum for Information Retrieval Evaluation  
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.  ... 
dblp:conf/fire/MP16 fatcat:cj6yhogpdndcpiqqcc6tcbtzaq