Posts tagged "embedding"
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Skip-gram with negative sampling
本文主要介绍 skip-gram with negative sampling (SGNS) 的原理。How Contextual are Contextualized Word Representations
本文讨论词向量的上下文性，包括自相似性、句内相似性和最大可解释方差。Attention is all you need - reread
本文重新解读了《Attention Is ALL You Need》论文，深入探讨了transformer模型的结构、attention机制及其在NLP领域的应用。Approximating Softmax
本文讨论了在深度学习任务中，如何通过近似方法优化计算复杂度较高的softmax操作，包括Hierarchical softmax、Sparse softmax、Noise Contrastive Estimation等技术。
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