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 63 8.17%
Large Language Model 32 4.15%
In-Context Learning 19 2.46%
Retrieval 19 2.46%
Question Answering 19 2.46%
Machine Translation 19 2.46%
Semantic Segmentation 16 2.08%
Decision Making 16 2.08%
Translation 15 1.95%

Categories