Feedforward Networks

Position-Wise Feed-Forward Layer

Introduced by Vaswani et al. in Attention Is All You Need

Position-Wise Feed-Forward Layer is a type of feedforward layer consisting of two dense layers that applies to the last dimension, which means the same dense layers are used for each position item in the sequence, so called position-wise.

Source: Attention Is All You Need

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Task Papers Share
Language Modelling 46 6.34%
Decoder 36 4.97%
Semantic Segmentation 23 3.17%
Question Answering 20 2.76%
Large Language Model 20 2.76%
Object Detection 16 2.21%
Sentence 13 1.79%
Retrieval 12 1.66%
Image Classification 12 1.66%

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