| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 |
| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 |
| This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models | Oct 24, 2023 | DescriptiveNegation | CodeCode Available | 1 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 |
| Zero-Shot Text Classification via Self-Supervised Tuning | May 19, 2023 | ClassificationSelf-Supervised Learning | CodeCode Available | 1 |
| ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval | May 18, 2023 | DescriptiveRetrieval | CodeCode Available | 1 |
| Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM | Apr 24, 2023 | Instruction FollowingLanguage Modelling | CodeCode Available | 1 |
| Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches | Nov 29, 2022 | Classificationtext-classification | CodeCode Available | 1 |
| Zero-Shot Text Classification with Self-Training | Oct 31, 2022 | ClassificationNatural Language Inference | CodeCode Available | 1 |
