Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.
Mengnan DuVarun ManjunathaRajiv JainRuchi DeshpandeFranck DernoncourtJiuxiang GuTong SunXia HuPublished in: NAACL-HLT (2021)
Keyphrases
- prior knowledge
- learning process
- learning algorithm
- probabilistic model
- hidden variables
- learning systems
- learning rules
- incremental learning
- experimental data
- structured prediction
- learning models
- statistical models
- data sets
- online learning
- active learning
- complex systems
- latent variables
- unsupervised learning
- neural nets
- knowledge acquisition
- training data
- learned models
- physical systems
- accurate models