| 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 |
| WC-SBERT: Zero-Shot Text Classification via SBERT with Self-Training for Wikipedia Categories | Jul 28, 2023 | text-classificationText Classification | CodeCode Available | 0 |
| Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation | Jul 24, 2023 | Few-Shot LearningHate Speech Detection | —Unverified | 0 |
| Analysis of the Fed's communication by using textual entailment model of Zero-Shot classification | Jun 7, 2023 | Natural Language InferenceSentiment Analysis | —Unverified | 0 |
| PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification | May 24, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| The Benefits of Label-Description Training for Zero-Shot Text Classification | May 3, 2023 | Classificationdomain classification | CodeCode Available | 0 |
| ChatGPT: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre Identification | Mar 7, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
