| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| Learn to Adapt for Generalized Zero-Shot Text Classification | May 1, 2022 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 |
| Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification | Feb 11, 2022 | Contrastive LearningMulti Label Text Classification | CodeCode Available | 1 |
| Generating Training Data with Language Models: Towards Zero-Shot Language Understanding | Feb 9, 2022 | Few-Shot LearningMNLI-m | CodeCode Available | 1 |
| Making Pre-trained Language Models Better Few-shot Learners | Dec 31, 2020 | Few-Shot LearningZero-Shot Text Classification | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Analysis of Socially Unacceptable Discourse with Zero-shot Learning | Sep 10, 2024 | text-classificationText Classification | CodeCode Available | 0 |
| Retrieval Augmented Zero-Shot Text Classification | Jun 21, 2024 | ClassificationRetrieval | CodeCode Available | 0 |
| Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing | May 6, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification | Apr 17, 2024 | Classificationtext-classification | —Unverified | 0 |
