| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 | 5 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 | 5 |
| Learn to Adapt for Generalized Zero-Shot Text Classification | May 1, 2022 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 | 5 |
| Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches | Nov 29, 2022 | Classificationtext-classification | CodeCode Available | 1 | 5 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 | 5 |
| Generating Training Data with Language Models: Towards Zero-Shot Language Understanding | Feb 9, 2022 | Few-Shot LearningMNLI-m | CodeCode Available | 1 | 5 |
| Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM | Apr 24, 2023 | Instruction FollowingLanguage Modelling | CodeCode Available | 1 | 5 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 | 5 |
| Making Pre-trained Language Models Better Few-shot Learners | Dec 31, 2020 | Few-Shot LearningZero-Shot Text Classification | CodeCode Available | 1 | 5 |
