out-of-domain detection

KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022 On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022 Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture NeurIPS 2022 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022 Adversarial Self-Supervised Learning for Out-of-Domain Detection NAACL 2021 Conjugate Energy-Based Models ICML 2021 Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021 Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021 Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ACL 2021 OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation NAACL 2021 ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021 Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021 Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021 A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING 2020 Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog AAAI 2020 Selective Question Answering under Domain Shift ACL 2020 Out-of-Domain Detection for Low-Resource Text Classification Tasks EMNLP 2019 Slot Filling with Weighted Multi-Encoders for Out-of-Domain Values Interspeech 2019 Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates Interspeech 2018 Out-of-domain Detection based on Generative Adversarial Network EMNLP 2018