Latest

• APP：Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection
• Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition
• Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT
• Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery
• Value type-the bridge to a better DST model
• Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
• Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking
• UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning
• Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery
• Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation
• Generalized Intent Discovery: Learning from Open World Dialogue System
• Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning