Popular GitHub Repositories for Reimplementation

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific word unit.

PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]

Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020)`

A PyTorch Lightning reimplementation of "Bidirectional Helmholtz Machines" (Bornschein et al., 2016)