Decomposition of word embeddings
Organisatsiooni nimi
Language Technology
Kokkuvõte
This thesis will study the decomposition of the word embeddings
into ontological categories.
The decomposition is initially performed using the evaluative framework described in [Yaghoobzadeh et al. (2019)]. The framework's idea is that classifiers can be trained to decompose an ambiguous word embedding into the categories its different senses belong.
The thesis will implement the evaluative framework mentioned above and go beyond this by using the mappings between Wordnet and various formal ontologies.
into ontological categories.
The decomposition is initially performed using the evaluative framework described in [Yaghoobzadeh et al. (2019)]. The framework's idea is that classifiers can be trained to decompose an ambiguous word embedding into the categories its different senses belong.
The thesis will implement the evaluative framework mentioned above and go beyond this by using the mappings between Wordnet and various formal ontologies.
Lõputöö kaitsmise aasta
2020-2021
Juhendaja
Eduard Barbu
Suhtlemiskeel(ed)
inglise keel
Nõuded kandideerijale
Tase
Magister
Märksõnad
Kandideerimise kontakt
Nimi
Eduard Barbu
Tel
E-mail