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

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Language Modelling 46 6.24%
Decoder 36 4.88%
Semantic Segmentation 24 3.26%
Large Language Model 22 2.99%
Question Answering 20 2.71%
Object Detection 16 2.17%
Sentence 14 1.90%
Image Classification 13 1.76%
In-Context Learning 13 1.76%

Categories