Latest

• Multi-Perspective Consistency Enhances Confidence Estimation in Large Language Models
• DolphCoder:Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
• 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
• Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
• 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
• Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
• Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation
• Generalized Intent Discovery: Learning from Open World Dialogue System