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May, 2024
跨语言情感分析：机器翻译英语前后的评估
Sentiment Analysis Across Languages: Evaluation Before and After Machine Translation to English
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Aekansh Kathunia, Mohammad Kaif, Nalin Arora, N Narotam
TL;DR
本文研究了跨多语言数据集及经过机器翻译的文本中，变压器模型在情感分析任务中的表现，并通过比较这些模型在不同语言环境中的效果，洞察其性能变化对情感分析跨多种语言的潜在影响，同时还探讨了其缺点及未来研究的潜在方向。
Abstract
People communicate in more than 7,000 languages around the world, with around 780 languages spoken in India alone. Despite this
linguistic diversity
, research on
sentiment analysis
has predominantly focused on En
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