Implementation

AllenNLP Eraser

Collection of AllenNLP DatasetReaders for ERASER

Attention Meets Perturbation

Official Implementation of the paper [Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training](https://arxiv.org/abs/2009.12064)

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)](https://www.aclweb.org/anthology/2020.acl-main.419/) in PyTorch

chainer-FocalLoss

Implementation of [Focal loss](https://arxiv.org/abs/1708.02002) in Chainer.

chainer-RICAP

Implementation of [RICAP](http://proceedings.mlr.press/v95/takahashi18a.html) in Chainer.

LSUV.pytorch

Implementation of [LSUV](https://arxiv.org/abs/1511.06422) (Layer-sequential unit-variance) in PyTorch.

chainer-MeanTeachers

Implementation of [Mean teachers are better role models](https://arxiv.org/abs/1703.01780) in Chainer.

chainer-PyramidNet

Implementation of [PyramidNet](https://arxiv.org/abs/1610.02915) in Chainer.

chainer-InceptionResNetV2

Implementation of [InceptionResNetV2](https://arxiv.org/abs/1602.07261) in Chainer.

chainer-IMSAT

Implementation of [IMSAT](https://arxiv.org/abs/1702.08720) in Chainer.