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Composing Byte-Pair Encodings for Morphological Sequence Classification ...
The 28th International Conference on Computational Linguistics 2020
;
Bernardy, Jean-Philipe
;
Ek, Adam
. - : Underline Science Inc., 2020
Abstract:
In this presentation we look at how to compose word representations from token embeddings obtained from BPE sub-word tokens, so we can analyse the grammatical features of words. We explore four different methods of composing word representations and find that using an RNN performs the best consistently across eight different languages with varying typology and tokens-per-word ratio. ...
Keyword:
Computer and Information Science
;
Natural Language Processing
;
Neural Network
URL:
https://underline.io/lecture/6550-composing-byte-pair-encodings-for-morphological-sequence-classification
https://dx.doi.org/10.48448/53v2-jb29
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