BriefGPT.xyz
Oct, 2022
人口统计因素能否改进文本分类?在 Transformer 时代重访人口统计自适应
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers
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Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavaš
TL;DR
研究人口因素如何影响语言,使用预先训练的转换器语言模型通过多任务学习适应语言表示,结果表明人口统计特征对PLMs的效果不明显。
Abstract
demographic factors
(e.g., gender or age) shape our language. Previous work showed that incorporating
demographic factors
can consistently improve performance for various
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