| Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training | Apr 18, 2021 | Semi-Supervised Text Classificationtext-classification | —Unverified | 0 |
| Consistency Training with Virtual Adversarial Discrete Perturbation | Apr 15, 2021 | Semi-Supervised Text ClassificationText Classification | CodeCode Available | 0 |
| Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function | Sep 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification | Apr 25, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses | Apr 23, 2020 | Data AugmentationSemi-Supervised Text Classification | CodeCode Available | 1 |
| Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media | Apr 21, 2020 | General ClassificationSemi-Supervised Text Classification | —Unverified | 0 |
| Semi-Supervised Learning with Normalizing Flows | Dec 30, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Variational Pretraining for Semi-supervised Text Classification | Jun 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adversarial Dropout for Recurrent Neural Networks | Apr 22, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings | Jan 22, 2019 | General ClassificationSemi-Supervised Text Classification | CodeCode Available | 0 |
| Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media | Feb 26, 2018 | EpidemiologySemi-Supervised Text Classification | CodeCode Available | 0 |
| Deconvolutional Paragraph Representation Learning | Aug 16, 2017 | General ClassificationRepresentation Learning | CodeCode Available | 1 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Variational Autoencoders for Semi-supervised Text Classification | Mar 8, 2016 | ClassificationDecoder | —Unverified | 0 |
| Learning a Deep Hybrid Model for Semi-Supervised Text Classification | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
