Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?
Cansu SenThomas HartvigsenBiao YinXiangnan KongElke A. RundensteinerPublished in: ACL (2020)
Keyphrases
- text classification
- neural network
- n gram
- text documents
- human subjects
- human behavior
- distributional clustering
- focus of attention
- body movements
- human users
- pattern recognition
- bag of words
- human human interaction
- human communication
- feature selection
- text mining
- artificial neural networks
- human experts
- text categorization
- human operators
- human beings
- machine learning
- training corpus
- human cognition
- naive bayes
- language modeling
- automatic text classification
- multi label
- turing test
- training documents
- artificial agents
- visual attention
- neural network model
- fuzzy logic
- human knowledge
- human intelligence
- labeled data
- text classifiers
- semantic features
- back propagation