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...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
Graz University of Technology
2022-02-01
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Series: | Journal of Universal Computer Science |
Subjects: | |
Online Access: | https://lib.jucs.org/article/69619/download/pdf/ |