17 July 2022

KG Embeddings

Bilinear:

  • DisMult
  • ComplEX
  • ANALOGY
  • SimplE

Non-Bilinear:

  • HolE
  • TuckER

Geometric Pure Translational:

  • TransE
  • TransH
  • TransR
  • TransD
  • TransA

Geometric Translational with Additional Embeddings:

  • STransE
  • CrossE

Geometric Roto-Translational:

  • TorusE
  • RotatE

Convolutional Neural Networks:

  • ConvE
  • ConvR
  • ConvKB

Capsule Neural Networks:

  • CapsE

Recurrent Neural Networks:

  • RSN