Semi-supervised approach to romanian noun declension

Ş Octavia-Maria - Procedia Computer Science, 2016 - Elsevier
Romanian is known for having a rich inflectional morphology due to the multitude of
inflectional ending categories as well as due to stem alternations (apophony). This richness …

Unsupervised Inflection Generation Using Neural Language Modelling

OM Şulea, S Young - … Intelligence: 15th International Work-Conference on …, 2019 - Springer
Abstract The use of Deep Neural Network architectures for Language Modelling has recently
seen a tremendous increase in interest in the field of NLP with the advent of transfer learning …

Full inflection learning using deep neural networks

OM Şulea, LP Dinu, B Dumitru - International Conference on …, 2018 - Springer
In this paper we present a deep learning architecture capable of predicting the full
inflectional paradigms from the uninflected, dictionary form of a word and the full …

Morphogen: full inflection generation using recurrent neural networks

OM Şulea, S Young, LP Dinu - International Conference on Computational …, 2019 - Springer
Sub-word level alternations during inflection (apophonies) are an common linguistic
phenomenon present in morphologically-rich languages, like Romanian. Inflection learning …

Unsupervised Inflection Generation Using Neural Language Modeling

OM Sulea, S Young - arxiv preprint arxiv:1912.01156, 2019 - arxiv.org
The use of Deep Neural Network architectures for Language Modeling has recently seen a
tremendous increase in interest in the field of NLP with the advent of transfer learning and …

[NAVOD][C] Lista de Lucrări Liviu Petrişor Dinu

A Dizertaţii, S Marcus - Fundamenta Informaticae