PGST: A Persian gender style transfer method

نویسندگان

چکیده

Abstract Recent developments in text style transfer have led this field to be more highlighted than ever. There are many challenges associated with transferring the of input such as fluency and content preservation that need addressed. In research, we present PGST, a novel Persian approach gender domain, composed different constituent elements. Established on significance parts speech tags, our method is first successfully transfers gendered linguistic text. We proceeded pre-trained word embedding for token replacement purposes, character-based classifier exchange beam search algorithm extracting most fluent combination. Since approaches introduced determine trade-off value evaluating models’ success faking identification model transferred Our research focuses primarily Persian, but since there no baseline available, applied highly studied gender-tagged English corpus compared it state-of-the-art variants demonstrate its applicability. final defeated models by 45.6% 39.2%, respectively.

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ژورنال

عنوان ژورنال: Natural Language Engineering

سال: 2023

ISSN: ['1469-8110', '1351-3249']

DOI: https://doi.org/10.1017/s1351324923000426