Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?
Fréderic GodinKris DemuynckJoni DambreWesley De NeveThomas DemeesterPublished in: EMNLP (2018)
Keyphrases
- word level
- linguistic rules
- neural network
- rule extraction
- rule base
- trained neural network
- language independent
- context dependent
- prediction model
- fuzzy logic
- back propagation
- pattern recognition
- machine translation
- document images
- neural network model
- fuzzy systems
- rough sets
- sentence level
- document analysis
- genetic algorithm
- n gram
- word segmentation
- black box
- association rules
- classification rules
- semantic roles
- artificial neural networks
- data mining