Latest

• A multi-task semantic decomposition framework with task-specific pre-training for few-shot ner
• DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task
• Revisit input perturbation problems for llms: A unified robustness evaluation framework for noisy slot filling task
• A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition
• Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations
• Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking
• PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling