Master Tesia
Title:
Basque-to-Spanish and Spanish-to-Basque
Machine Translation for the health domain
Author:
Xabier Soto Garcı́a
Laburpena:
Master Amaierako Lan honek medikuntza domeinuko euskara eta gaztelera arteko
itzulpen automatiko sistema bat garatzeko helburuarekin emandako lehenengo urratsak
aurkezten ditu. Corpus elebidun nahikoaren faltan, hainbat esperimentu burutu dira
Itzulpen Automatiko Neuronalean erabiltzen diren parametroak domeinuz kanpoko
corpusean aztertzeko; medikuntza domeinuan izandako jokaera ebaluatzeko ordea, eskuz
itzulitako corpusa erabili da medikuntza domeinuko corpusen presentzia handituz
entrenatutako sistema desberdinak probatzeko. Lortutako emaitzek deskribatutako
helbururako bidean lehenengo aurrerapausoa suposatzen dute.
Abstract:
This project presents the initial steps towards the objective of developing a Machine
Translation system for the health domain between Basque and Spanish. In the absence of
a big enough bilingual corpus, several experiments have been carried out to test different
Neural Machine Translation parameters on an out-of-domain corpus; while performance
on the health domain has been evaluated with a manually translated corpus in different
systems trained with increasing presence of health domain corpora. The results obtained
represent a first step forward to the described objective.
File:
Tutor:
Maite Oronoz hap/la
Urtea:
2018