Evaluating Neuron Interpretation Methods of NLP Models.
Yimin FanFahim DalviNadir DurraniHassan SajjadPublished in: NeurIPS (2023)
Keyphrases
- preprocessing
- computational cost
- machine learning methods
- benchmark datasets
- learned models
- significant improvement
- linear regression
- statistical models
- statistical model
- methods require
- data sets
- predictive power
- image interpretation
- statistical tests
- statistical methods
- wordnet
- natural language processing
- prior knowledge
- high level
- back propagation
- empirical studies
- information extraction
- predictive model
- natural language
- neural network