12. Cross-lingual word embeddings for knowledge transfer in less-represented languages
Tadej Škvorc, 2022, doctoral dissertation

Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings
Full text (file, 1,21 MB)

14. To BAN or not to BAN
Kristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, original scientific article

Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibration
Full text (file, 3,06 MB) This document has more files! More...

16. Articulation of language through transformation via design
Petra Černe Oven, 2023, independent scientific component part or a chapter in a monograph

Keywords: transformation, graphic language, "natural" in communication, typography, vernacular
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18. Cross-Lingual Transfer Learning for Joint Intent Classification and Slot Filling
Janez Osterman, 2023, master's thesis/paper

Keywords: cross-lingual transfer learning, language models, natural language understanding, intent classification, slot filling
Full text (file, 7,07 MB)

20. Evaluation of binary classification models for the discovery of Software-as-a-Service usage
ROSANA DELEVA, 2024, undergraduate thesis

Keywords: Software-as-a-Service, binary classification, natural language processing, text processing, transformer
Full text (file, 1,92 MB)