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AssigneeAdobe Inc.
InventorsBalaji Vasan Srinivasan, Gaurav Verma, Bakhtiyar Hussain Syed, Anandhavelu Natarajan
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Rewriting text in the writing style of a target author is described. A stylistic rewriting system receives input text and an indication of the target author. The system trains a language model to understand the target author's writing style using a corpus of text associated with the target author. The language model may be transformer-based, and is first trained on a different corpus of text associated with a range of different authors to understand linguistic nuances of a particular language. Copies of the language model are then cascaded into an encoder-decoder framework, which is further trained using a masked language modeling objective and a noisy version of the target author corpus. After training, the encoder-decoder framework of the trained language model automatically rewrites input text in the writing style of the target author and outputs the rewritten text as stylized text.
In a digital medium environment for rewriting input text, a method implemented by at least one computing device, the method comprising:
In a digital medium environment for rewriting input text in a writing style of a target entity, a system comprising:
In a digital medium environment for rewriting input text, a computer-readable storage medium storing instructions that are executable by a processing device to perform operations comprising:
Dependencies are inferred from the claim text.