Implementation

End-to-End Text Classification via Image-based Embedding using Character-level Networks
Official Implementation of End-to-End Text Classification via Image-based Embedding using Character-level Networks
Code Preprint IEEE Xplore
AllenNLP Eraser
Collection of AllenNLP DatasetReaders for ERASER
Code
Attention Meets Perturbation
Official Implementation of the paper Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training
Code Preprint IEEE Access
Attention Meets Perturbation
Human Attention Map for Text Classification
Reimplementation of the paper Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020) in PyTorch
Code
chainer-FocalLoss
Implementation of Focal loss in Chainer.
Code
chainer-RICAP
Implementation of RICAP in Chainer.
Code
LSUV.pytorch
Implementation of LSUV (Layer-sequential unit-variance) in PyTorch.
Code Code
chainer-MeanTeachers
Implementation of Mean teachers are better role models in Chainer.
Code
chainer-PyramidNet
Implementation of PyramidNet in Chainer.
Code
chainer-InceptionResNetV2
Implementation of InceptionResNetV2 in Chainer.
Code