Machine learningDeep learning / NLP / CV
多语言多层感知机
多语言多层感知机（Multilingual MLP）是一种在两种或两种以上语言的文本上进行训练的前馈神经网络，它依赖于共享或对齐的输入表示——例如多语言词嵌入或子词词汇表——使得单个模型能够跨语言处理和分类文本，而无需为每种语言单独构建网络。
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来源
- Artetxe, M., & Schwartz, H. A. (2019). Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond. Transactions of the Association for Computational Linguistics, 7, 597–610. DOI: 10.1162/tacl_a_00288 ↗
- Multilayer perceptron. Wikipedia. link ↗
如何引用本页
ScholarGate. (2026, June 3). Multilingual Multilayer Perceptron (Multilingual MLP). ScholarGate. https://scholargate.app/zh/deep-learning/multilingual-multilayer-perceptron
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