Process / pipeline
跨语言文本分析 — 多语言表征
跨语言文本分析允许您在共享向量空间中比较和分析用不同语言编写的文本。它以 Conneau 等人 (2020) 和 Pires 等人 (2019) 调查的多语言表征学习为基础，将多种语言的文档映射到一个共同的嵌入空间中，从而可以一起研究多语言语料库。
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来源
- Conneau, A. et al. (2020). Unsupervised Cross-lingual Representation Learning at Scale. Proceedings of ACL. DOI: 10.18653/v1/2020.acl-main.747 ↗
- Pires, T., Schlinger, E. & Garrette, D. (2019). How Multilingual is Multilingual BERT? Proceedings of ACL. DOI: 10.18653/v1/P19-1493 ↗
如何引用本页
ScholarGate. (2026, June 1). Cross-lingual Text Analysis (Multilingual Representation Learning). ScholarGate. https://scholargate.app/zh/text-mining/cross-lingual-analysis
Which method?
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