Faster neural machine translation
UT ICS research group of natural language processing
We are running an online neural machine translation service (neurotolge.ee / neuralmt.ee), your task is to make it run faster! This includes: comparing different NMT frameworks and models and evaluating their translation speed, also looking at the hardware requirements and necessary infrastructure to run multiple models for several language pairs efficiently. This topic can be adapted to be more technical (for SE students) or also more exploratory-experimental (for CS students).
Lõputöö kaitsmise aasta
Good knowledge of and experience with Linux, Python and general machine learning / deep learning. It also helps if you are familiar with deep learning for NLP and in particular with PyTorch.