e0 334 aug 3 1 deep learning for natural language processing instructor shirish shevade email shirish iisc ac in teaching assistant email department computer science and automation course time wed ...
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...E aug deep learning for natural language processing instructor shirish shevade email iisc ac in teaching assistant department computer science and automation course time wed fri hrs lecture venue csa detailed page announcements brief description of the nlp is an important technology having implications human interaction a variety problems can be solved using traditional machine algorithms with availability lot data advances high performance computing models have shown promise aim this to study different types neural networks build these solving practical prerequisites on or equivalent syllabus introduction multilayer back propagation training simple word vector representations wordvec glove sentence paragraph document recurrent convolutional recursive grus lstms building attention memory understanding design applications nets modeling parsing sentiment analysis translation etc outcomes students will learn implement train invent network make work grading policy assignments final exam re...