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- W4287635341 abstract "While recent advances in language modeling have resulted in powerful generation models, their generation style remains implicitly dependent on the training data and can not emulate a specific target style. Leveraging the generative capabilities of a transformer-based language models, we present an approach to induce certain target-author attributes by incorporating continuous multi-dimensional lexical preferences of an author into generative language models. We introduce rewarding strategies in a reinforcement learning framework that encourages the use of words across multiple categorical dimensions, to varying extents. Our experiments demonstrate that the proposed approach can generate text that distinctively aligns with a given target author's lexical style. We conduct quantitative and qualitative comparisons with competitive and relevant baselines to illustrate the benefits of the proposed approach." @default.
- W4287635341 created "2022-07-25" @default.
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- W4287635341 date "2020-10-22" @default.
- W4287635341 modified "2023-09-28" @default.
- W4287635341 title "Incorporating Stylistic Lexical Preferences in Generative Language Models" @default.
- W4287635341 doi "https://doi.org/10.48550/arxiv.2010.11553" @default.
- W4287635341 hasPublicationYear "2020" @default.
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