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04/19/2021
When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting
Since the seminal work of Mikolov et al. (2013a) and Bojanowski et al. (...
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02/27/2021
EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses
Several language applications often require word semantics as a core par...
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02/04/2021
One Size Does Not Fit All: Finding the Optimal N-gram Sizes for FastText Models across Languages
Unsupervised word representation learning from large corpora is badly ne...
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03/10/2020