Gradient-based Analysis of NLP Models is Manipulable.
Junlin WangJens TuylsEric WallaceSameer SinghPublished in: CoRR (2020)
Keyphrases
- statistical analysis
- machine learning
- databases
- natural language processing
- text analysis
- statistical models
- quantitative analysis
- complex systems
- statistical model
- information extraction
- probabilistic model
- computational complexity
- structural models
- neural network
- computational models
- semantic analysis
- model validation
- model selection
- d objects
- special case
- expert systems
- lower bound
- data analysis
- feature selection
- information retrieval