Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense.
Bingzhi LiGuillaume WisniewskiPublished in: EACL (2021)
Keyphrases
- neural network
- training data
- training process
- learning algorithm
- decision trees
- data sets
- genetic algorithm
- pattern recognition
- prior knowledge
- training dataset
- natural language processing
- training samples
- neural network model
- training patterns
- language independent
- classification models
- labeled data
- supervised learning
- fuzzy logic
- digital libraries
- machine learning