Deep Natural Language Processing (CS 546)

2020 Fall
Faculty of Engineering and Natural Sciences
Computer Sci.& Eng.(CS)
3
10.00
Reyyan Yeniterzi reyyan@sabanciuniv.edu,
Click here to view.
Doctoral, Master
--
Click here to view.

CONTENT

This course studies the theory, design and implementation of natural language processing systems which use neural networks. Topics include word embeddings, neural language modeling, use of CNN and RNNs for text, seq2seq modeling, attention mechanisms, transformers, recursive neural networks, transfer learning for NLP.