@proceedings {169,
	title = {Restoring Mycenaean Linear B {\textquoteright}A \& B{\textquoteright} series tablets using supervised and transfer learning},
	journal = {Association for Computational Linguistics Conference - Workshop on Machine Learning for Ancient Languages},
	volume = {(accepted)},
	year = {2024},
	abstract = {We investigate the problem of restoring Mycenaean linear B clay tablets, dating from about 1400 B.C. to roughly 1200 B.C., by using text infilling methods based on machine learning models. Our goals here are: first to try to improve the results of the methods used in the related literature by focusing on the characteristics of the Mycenaean Linear B writing system (series D), second to examine the same problem for the first time on series A\&amp;B and finally to investigate transfer learning using series D as source and the smaller series A\&amp;B as target. Our results show promising results in the supervised learning tasks, while further investigation is needed to better exploit the merits of transfer learning.},
	author = {K PAPAVASSILEIOU and Dimitrios Kosmopoulos}
}
