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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Tasks


Task Papers Share
Language Modelling 51 6.34%
Decoder 36 4.47%
Semantic Segmentation 24 2.98%
Large Language Model 23 2.86%
Question Answering 22 2.73%
Retrieval 16 1.99%
Object Detection 16 1.99%
Sentence 15 1.86%
Image Classification 13 1.61%

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