Using a self-attention architecture to automate valence categorization of French teenagers’ free descriptions of their family relationships: a proof of concept

Mohammed Sedki, Nathan Vidal, Paul Roux, Caroline Barry, Mario Speranza, Bruno Falissard, Eric Brunet-Gouet
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Abstract

Background: This paper proposes a proof of concept of using natural language processing (NLP) techniques to categorize valence of family relationships described in free texts written by French teenagers. The proposed study traces the evolution of techniques for word embedding.
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使用自我关注架构自动对法国青少年对其家庭关系的自由描述进行价态分类:概念证明
背景:本文提出了使用自然语言处理(NLP)技术对法国青少年撰写的自由文本中描述的家庭关系的价态进行分类的概念证明。本研究追溯了词嵌入技术的演变过程。
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