Gradient-based Analysis of NLP Models is Manipulable.
Junlin WangJens TuylsEric WallaceSameer SinghPublished in: EMNLP (Findings) (2020)
Keyphrases
- probabilistic model
- artificial intelligence
- complex systems
- model selection
- text analysis
- statistical model
- image analysis
- statistical analysis
- prior knowledge
- model validation
- accurate models
- computational models
- machine translation
- databases
- multiscale
- three dimensional
- knowledge base
- information systems
- genetic algorithm
- machine learning
- neural network