| JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification | Oct 23, 2023 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| SemiReward: A General Reward Model for Semi-supervised Learning | Oct 4, 2023 | Few-Shot Image ClassificationImage Classification | CodeCode Available | 1 |
| Rethinking Semi-supervised Learning with Language Models | May 22, 2023 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining | May 20, 2023 | Extractive SummarizationKnowledge Distillation | CodeCode Available | 1 |
| SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training | Oct 23, 2022 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| Semi-Supervised Text Classification via Self-Pretraining | Sep 30, 2021 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks | Sep 12, 2021 | Semi-Supervised Text ClassificationText Classification | CodeCode Available | 1 |
| Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function | Sep 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
