Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble.
Hyunsoo ChoChoonghyun ParkJaewook KangKang Min YooTaeuk KimSang-goo LeePublished in: EMNLP (Findings) (2022)
Keyphrases
- natural language understanding
- text understanding
- language understanding
- semantic analysis
- knowledge representation
- natural language processing
- natural language
- object detection
- detection algorithm
- dialogue system
- semantic representations
- anomaly detection
- training set
- spoken dialog systems
- neural network
- abductive reasoning
- lexical knowledge
- ensemble learning
- detection method
- probability distribution
- chinese word segmentation
- artificial intelligence
- databases