| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification | Feb 11, 2022 | Contrastive LearningMulti Label Text Classification | 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 |
| Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches | Nov 29, 2022 | Classificationtext-classification | CodeCode Available | 1 | 5 |
| Zero-Shot Text Classification with Self-Training | Oct 31, 2022 | ClassificationNatural Language Inference | 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 |
| NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction | Sep 8, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 0 | 5 |
| An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph | Dec 4, 2023 | Entity LinkingNatural Language Inference | CodeCode Available | 0 | 5 |
| Hypothesis Engineering for Zero-Shot Hate Speech Detection | Oct 3, 2022 | Hate Speech DetectionNatural Language Inference | CodeCode Available | 0 | 5 |
| Analysis of Socially Unacceptable Discourse with Zero-shot Learning | Sep 10, 2024 | text-classificationText Classification | CodeCode Available | 0 | 5 |
