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Zero-Shot Text Classification

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Showing 26–48 of 48 papers

TitleStatusHype
Learn to Adapt for Generalized Zero-Shot Text Classification—0
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation—0
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification—0
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing—0
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification—0
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification—0
Template-based Approach to Zero-shot Intent Recognition—0
Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification—0
ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling—0
Zero-shot Text Classification via Reinforced Self-training—0
Zero-shot Text Classification With Generative Language Models—0
An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge GraphCode0
Hypothesis Engineering for Zero-Shot Hate Speech DetectionCode0
The Benefits of Label-Description Training for Zero-Shot Text ClassificationCode0
Analysis of Socially Unacceptable Discourse with Zero-shot LearningCode0
Unsupervised Label Refinement Improves Dataless Text ClassificationCode0
Issues with Entailment-based Zero-shot Text ClassificationCode0
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence PredictionCode0
WC-SBERT: Zero-Shot Text Classification via SBERT with Self-Training for Wikipedia CategoriesCode0
Integrating Semantic Knowledge to Tackle Zero-shot Text ClassificationCode0
Retrieval Augmented Zero-Shot Text ClassificationCode0
What Makes Pre-trained Language Models Better Zero-shot Learners?Code0
Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMsCode0
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