text classification
The task of assigning predefined categories to texts based on their content, often utilized in sentiment analysis, spam detection, and topic identification.
- AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
- Evaluating multiple models using labeled and unlabeled data
- Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
- Incremental Sequence Classification with Temporal Consistency
- Language Models Can Predict Their Own Behavior
- QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks
- Toward Relative Positional Encoding in Spiking Transformers
- Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy
- Weak-to-Strong Generalization under Distribution Shifts