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out-of-domain detection

46 papers

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Also known as

OOD DETECTION

Co-occurring keywords

intent classification (372) out-of-distribution detection (617) dialogue system (1667) intent detection (190) domain generalization (1522) zero-shot learning (3650) representation learning (6206) unsupervised learning (3264) task-oriented dialogue (326) uncertainty estimation (648)

Papers

Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021
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 IJCNLP 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers IJCNLP 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 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
ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 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
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System IJCNLP 2021
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
A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING 2020
Out-of-Domain Detection for Low-Resource Text Classification Tasks IJCNLP 2019
Slot Filling with Weighted Multi-Encoders for Out-of-Domain Values INTERSPEECH 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks EMNLP 2019
Out-of-domain Detection based on Generative Adversarial Network EMNLP 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates INTERSPEECH 2018