论文标题

希伯来新闻的样式转移和分类

Style transfer and classification in hebrew news items

论文作者

Weingarten, Nir

论文摘要

希伯来语是一种形态丰富的语言,它的建模比简单的语言更难。最近的发展,例如变形金刚,尤其是伯特(Bert),为达到SOTA结果的希伯来语模型打开了一条途径,而不是其他非MRL语言不足。我们探讨了此领域的尖端表演样式转移,文本生成和分类,内容涉及从在线档案中收集的新闻文章。此外,养活我们集体意识的新闻门户是一个有趣的研究,因为他们的分析和追踪可能会揭示有关我们社会和话语的见解。

Hebrew is a Morphological rich language, making its modeling harder than simpler language. Recent developments such as Transformers in general and Bert in particular opened a path for Hebrew models that reach SOTA results, not falling short from other non-MRL languages. We explore the cutting edge in this field performing style transfer, text generation and classification over news articles collected from online archives. Furthermore, the news portals that feed our collective consciousness are an interesting corpus to study, as their analysis and tracing might reveal insights about our society and discourse.

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