| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage Modeling | 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 |
| Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs | Jan 30, 2024 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer | Jan 10, 2024 | text-classificationText Classification | —Unverified | 0 |
| An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph | Dec 4, 2023 | Entity LinkingNatural Language Inference | CodeCode Available | 0 |
| Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions | Nov 13, 2023 | ClassificationLanguage Modeling | —Unverified | 0 |
| This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models | Oct 24, 2023 | DescriptiveNegation | CodeCode Available | 1 |
