Machine Translation (PV061)
Pavel Rychlý
Technical information
Exam: written ~ 5-8 questions
max 50 points
25 point to pass
extra points (max 25) for homeworks, projects
find good examples, illustrations
code, language, pictures
Previous knowlege
no special requirements
reading mathematics
probabilities
examples in Python
NumPy, PyTorch (matrix operations)
Approaches to MT
rule based
rules from experts
no data
statistical
structure/model from experts
optimization of parameters from data
some data
neural (deep learning)
everything from data
huge amount of data
usually a combination