intra-attention

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

Translation

n.The focusing of attention on internal thoughts, feelings, or bodily sensations.; In the context of deep learning, a mechanism that allows a model to attend to different parts of the same input sequence.

Phrases & Collocations

intra-attention mechanism

intra-attention model

with intra-attention

intra-attention layers

improving intra-attention

intra-attention scores

using intra-attention

intra-attention weights

applying intra-attention

intra-attention task

Example Sentences

the model utilizes intra-attention to focus on relevant words in the input sequence.

intra-attention allows the network to better capture long-range dependencies.

we observed improved performance with the addition of intra-attention layers.

the intra-attention mechanism dynamically weights different input tokens.

applying intra-attention to the encoder significantly enhanced translation quality.

intra-attention helps the model understand the context of each word.

the research explored different architectures for intra-attention mechanisms.

we compared intra-attention with standard self-attention techniques.

intra-attention proved crucial for handling complex sentence structures.

the effectiveness of intra-attention was evaluated on several benchmark datasets.

intra-attention enables the model to selectively attend to important parts of the input.

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