Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.
Mengnan DuVarun ManjunathaRajiv JainRuchi DeshpandeFranck DernoncourtJiuxiang GuTong SunXia HuPublished in: CoRR (2021)
Keyphrases
- accurate models
- prior knowledge
- learning tasks
- learning systems
- learning algorithm
- online learning
- statistical models
- learning process
- probabilistic model
- supervised learning
- generative model
- mobile devices
- experimental data
- artificial neural networks
- reinforcement learning
- learning models
- learning scheme
- dynamic bayesian networks
- decision trees