Latest

• Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
• Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold
• A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization
• Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion:Re-explore Zero-Shot Learning for Slot Filling
• Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
• ConSERT:A Contrastive Framework for Self-Supervised Sentence Representation Transfer
• 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
• Adversarial Generative Distance-Based Classifier for Robust Out-of-Domain Detection
• Adversarial Self-Supervised Learning for Out-of-Domain Detection
• Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack
• Hierarchical Speaker-aware Sequence-to-sequence Model for Dialogue Summarization
• From context-aware:to knowledge-aware Boosting OOV tokens recognition in slot tagging with background knowledge
• Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack
• A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space
• Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots
• Learning Label-Relational Output Structure for Adaptive Sequence Labeling
• Adversarial Cross-Lingual Transfer Learning for Slot Tagging of Low-Resource Languages
• Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge
• 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
• 人工智能建设项目——运维知识子任务
• 在线教育场景下的智能客服系统
• 学员培训模拟用户对话系统
• 智能语音质检系统