auto-attention

[US]/[ˈɔːtoʊ əˈtenʃən]/
[UK]/[ˈɔːtoʊ əˈtenʃən]/
Frequency: Very High

Translation

n.自注意力;一种神经网络中的注意力机制,模型能够自动学习关注输入序列的不同部分

Phrases & Collocations

auto-attention mechanism

自注意力机制

using auto-attention

使用自注意力

auto-attention layer

自注意力层

with auto-attention

带有自注意力

auto-attention scores

自注意力分数

auto-attention weights

自注意权重

apply auto-attention

应用自注意力

auto-attention model

自注意力模型

auto-attention network

自注意网络

auto-attention improved

自注意改进

Example Sentences

the model leverages auto-attention to focus on relevant input features.

模型利用自注意力机制来关注相关的输入特征。

we incorporated auto-attention into the transformer architecture for improved performance.

我们将自注意力机制融入了transformer架构,以提高性能。

auto-attention allows the network to weigh different parts of the input sequence.

自注意力机制允许网络对输入序列的不同部分进行加权处理。

the auto-attention mechanism significantly boosted the machine translation accuracy.

自注意力机制显著提高了机器翻译的准确性。

visual auto-attention helps the model understand image context better.

视觉自注意力机制有助于模型更好地理解图像上下文。

we observed that auto-attention captured long-range dependencies effectively.

我们观察到自注意力机制能够有效地捕捉长距离依赖关系。

the research explored the application of auto-attention in sentiment analysis.

该研究探讨了自注意力机制在情感分析中的应用。

sparse auto-attention reduces computational complexity without sacrificing accuracy.

稀疏自注意力机制在不牺牲准确性的前提下降低了计算复杂度。

auto-attention layers are crucial for understanding complex relationships in data.

自注意力层对于理解数据中复杂的相互关系至关重要。

the auto-attention scores highlight the most important words in the sentence.

自注意力的分数突出了句子中最重要的词语。

compared to previous methods, auto-attention demonstrated superior contextual understanding.

与之前的技术相比,自注意力机制表现出更优越的上下文理解能力。

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