Latest

• APP：Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection
• 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
• Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation
• Generalized Intent Discovery: Learning from Open World Dialogue System
• Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
• Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold
• Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning
• Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
• Novel Slot Detection:A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
• Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack
• 一种基于结构化用户属性描述的个性化任务型对话系统
• 一种知识驱动的易配置任务导向型对话管理方法与系统
• 学员培训模拟用户对话系统