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Jun, 2024
大语言模型时代的跨语言情感分析模型竞技场:一项比较研究
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models
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Xiliang Zhu, Shayna Gardiner, Tere Roldán, David Rossouw
TL;DR
在跨语言情感分析领域,公共的小型多语言语言模型在零样本跨语言性能上优于大型通用语言模型,但在少样本跨语言设置中,公共的大型通用语言模型展现出更高的适应潜力。
Abstract
sentiment analysis
serves as a pivotal component in Natural Language Processing (NLP). Advancements in multilingual pre-trained models such as XLM-R and mT5 have contributed to the increasing interest in
cross-lingual
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