CSE6507

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Machine Translation

3 Credit Hour Course

Intended For Level 0 Term 0 Students

Prerequisite:

Probabilistic language models, latent-variable translation models, phrase-based and syntax-based translation and decoding, evaluation of translation systems; Statistical machine translation, neural machine translation (NMT), advanced NMT architectures, attention models; Neural probabilistic language models, large vocabulary language models, using monolingual data in NMT, multi-source and zero-shot translation, advanced decoding techniques, practical MT techniques and tricks.