Few-Shot Out of Domain Intent Detection with Covariance Corrected Mahalanobis Distance
cs.AI
Submitted: 2026-09-01
Updated: 2026-09-01
Terminology
Sources
- GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
- Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces
- Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection In Task Oriented Dialog
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
- Deep Anomaly Detection with Outlier Exposure
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild
- Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
- Energy-based Out-of-distribution Detection
- PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
- Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog
- No True State-of-the-Art? OOD Detection Methods are Inconsistent across Datasets
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