A Deep Learning based Interlingua Representation for Malayalam Documents

Compact representation of sentences like feature vectors, offer better understanding of the sentence formation. Majority applications in natural language processing often requires the help of such meaningful representations. If an interlingua is constructed for the same, it will be useful for the applications like machine translation, text summarization etc. Here we are proposing a deep learning based Interlingua whereby creating a structured meaningful representation for a Malayalam document.