| Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models | Oct 26, 2022 | Text ClassificationText Infilling | —Unverified | 0 |
| Conformal Predictor for Improving Zero-shot Text Classification Efficiency | Oct 23, 2022 | ClassificationNatural Language Inference | —Unverified | 0 |
| Hypothesis Engineering for Zero-Shot Hate Speech Detection | Oct 3, 2022 | Hate Speech DetectionNatural Language Inference | CodeCode Available | 0 |
| What Makes Pre-trained Language Models Better Zero-shot Learners? | Sep 30, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| Template-based Approach to Zero-shot Intent Recognition | Jun 22, 2022 | Intent RecognitionNatural Language Inference | —Unverified | 0 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | May 29, 2022 | Few-Shot Text ClassificationMemorization | CodeCode Available | 2 |
| Learn to Adapt for Generalized Zero-Shot Text Classification | May 1, 2022 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 |
| Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification | Feb 11, 2022 | Contrastive LearningMulti Label Text Classification | CodeCode Available | 1 |
| Generating Training Data with Language Models: Towards Zero-Shot Language Understanding | Feb 9, 2022 | Few-Shot LearningMNLI-m | CodeCode Available | 1 |
| ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling | Jan 4, 2022 | Classificationtext-classification | —Unverified | 0 |
| Learn to Adapt for Generalized Zero-Shot Text Classification | Nov 16, 2021 | ClassificationGeneralized Zero-Shot Learning | —Unverified | 0 |
| 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 |
| Efficient Multilingual Text Classification for Indian Languages | Sep 1, 2021 | ClassificationMultilingual text classification | —Unverified | 0 |
| IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification | Aug 1, 2021 | ClassificationNatural Language Inference | —Unverified | 0 |
| Issues with Entailment-based Zero-shot Text Classification | Aug 1, 2021 | ClassificationNatural Language Inference | CodeCode Available | 0 |
| Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification | Aug 1, 2021 | Machine Reading Comprehensionnamed-entity-recognition | —Unverified | 0 |
| Making Pre-trained Language Models Better Few-shot Learners | Dec 31, 2020 | Few-Shot LearningZero-Shot Text Classification | CodeCode Available | 1 |
| Unsupervised Label Refinement Improves Dataless Text Classification | Dec 8, 2020 | ClassificationClustering | CodeCode Available | 0 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Zero-shot Text Classification via Reinforced Self-training | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Zero-shot Text Classification With Generative Language Models | Dec 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 |
| Integrating Semantic Knowledge to Tackle Zero-shot Text Classification | Mar 29, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |