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The 28th International Conference on Computational Linguistics 2020 (1)
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Hits 1 – 2 of 2
1
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models ...
Inoue, Go
;
Alhafni, Bashar
;
Baimukan, Nurpeiis
. - : arXiv, 2021
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2
Gender-Aware Reinflectionusing Linguistically Enhanced Neural Models ...
The 28th International Conference on Computational Linguistics 2020
;
Alhafni, Bashar
;
Bouamor, Houda
;
Habash, Nizar
. - : Underline Science Inc., 2020
Abstract:
In this paper, we present an approach for sentence-level gender reinflection using linguistically enhanced sequence-to-sequence models. Our system takes an Arabic sentence and a given target gender as input and generates a gender-reinflected sentence based on the target gender. We formulate the problem as a user-aware grammatical error correction task and build an encoder-decoder architecture to jointly model reinflection for both masculine and feminine grammatical genders. We also show that adding linguistic features to our model leads to better reinflection results. The results on a blind test set using our best system show improvements over previous work, with a 3.6% absolute increase in M2 F0.5. ...
Keyword:
Natural Language Processing
URL:
https://underline.io/lecture/6593-gender-aware-reinflectionusing-linguistically-enhanced-neural-models
https://dx.doi.org/10.48448/6nn5-6v05
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