Paper
Paper1 : Semi-supervised Auto-encoder for Sentiment Analysis. ( Published in AAAI-2016 ) PDF
Paper2 : KATE: K-competitive Auto-encoder for Text. ( Published in SIGKDD-2017 ) PDF Code
Paper3 : Variational Auto-encoder for Semi-supervised Text Classification. ( Published in AAAI-2017 ) PDF Code
Paper4 : Adversarial Training Methods for Semi-supervised Text Classification. ( Published in ICLR-2017 ) PDF Code
Datasets
Datasets in Paper1
IMDB dataset link,
and reviews of 5 different products: books, DVDs, music, electronics, kitchenware link
Datasets in Paper2
20 Newsgroups link,
Reuters RCV1-v2 dataset link ( also can be loaded with sklearn.datasets.fetch.rcv1 ),
Wiki10+ dataset link
Movie review data (MRD) link
Datasets in Paper3
IMDB dataset link
AG's News corpus link
Datasets in Paper4
IMDB link
Elec link
Rotten Tomatoes link with unlabeled examples from Amazon Reviews dataset
DBpedia link
RCV1 link
