2023
DOI: 10.1162/tacl_a_00621
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General then Personal: Decoupling and Pre-training for Personalized Headline Generation

Yun-Zhu Song,
Yi-Syuan Chen,
Lu Wang
et al.

Abstract: Personalized Headline Generation aims to generate unique headlines tailored to users’ browsing history. In this task, understanding user preferences from click history and incorporating them into headline generation pose challenges. Existing approaches typically rely on predefined styles as control codes, but personal style lacks explicit definition or enumeration, making it difficult to leverage traditional techniques. To tackle these challenges, we propose General Then Personal (GTP), a novel framework compr… Show more

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