When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting

In 2018, Mikolov et al. introduced the positional language model, which has characteristics of attention-based neural machine translation models and which achieved state-of-the-art performance on the intrinsic word analogy task. However, the positional model is not practically fast and it has never...

Full description

Bibliographic Details
Main Authors: Vít Novotný, Michal Štefánik, Eniafe Festus Ayetiran, Petr Sojka, Radim Řehůřek
Format: Article
Language:English
Published: Graz University of Technology 2022-02-01
Series:Journal of Universal Computer Science
Subjects:
Online Access:https://lib.jucs.org/article/69619/download/pdf/