self-attention

[US]/ˌself.əˈten.ʃən/
[UK]/ˌself.əˈten.ʃən/

Translation

n.神经网络中一种机制,使模型在处理序列时能够权衡输入数据不同部分的重要性。

Phrases & Collocations

self-attention mechanism

自注意力机制

using self-attention

使用自注意力

self-attention layer

自注意力层

apply self-attention

应用自注意力

self-attention weights

自注意力权重

with self-attention

带有自注意力

self-attention scores

自注意力分数

self-attention model

自注意力模型

self-attention network

自注意网络

self-attention improved

自注意力提升

Example Sentences

the model utilizes self-attention to weigh the importance of different words in the input sequence.

该模型使用自注意力机制来衡量输入序列中不同词语的重要性。

self-attention allows the transformer to capture long-range dependencies effectively.

自注意力机制使转换器能够有效地捕捉长距离依赖关系。

we fine-tuned the pre-trained model with self-attention on a new dataset.

我们在新的数据集上使用自注意力机制微调了预训练模型。

the self-attention mechanism significantly improved the model's performance on the task.

自注意力机制显著提高了模型在任务上的表现。

visualizing self-attention weights provides insights into the model's reasoning process.

可视化自注意力权重可以深入了解模型的推理过程。

multi-head self-attention enables the model to attend to different aspects of the input.

多头自注意力机制使模型能够关注输入的不同方面。

self-attention layers are crucial for understanding context in natural language processing.

自注意力层对于理解自然语言处理中的上下文至关重要。

the self-attention mechanism helps the model resolve ambiguity in the sentence.

自注意力机制帮助模型解决句子中的歧义。

we compared self-attention with traditional recurrent neural networks.

我们将自注意力机制与传统的循环神经网络进行了比较。

the effectiveness of self-attention is well-established in the field of nlp.

自注意力机制在自然语言处理领域中的有效性已经得到充分证实。

self-attention contributes to better machine translation quality.

自注意力机制有助于提高机器翻译的质量。

Popular Words

Explore frequently searched vocabulary

Download App to Unlock Full Content

Want to learn vocabulary more efficiently? Download the DictoGo app and enjoy more vocabulary memorization and review features!

Download DictoGo Now