Should attention be all we need? The epistemic and ethical implications of unification in machine learning.
Nic FishmanLeif Hancox-LiPublished in: FAccT (2022)
Keyphrases
- machine learning
- machine learning methods
- learning systems
- higher order
- learning problems
- text mining
- computer vision
- pattern recognition
- natural language processing
- focus of attention
- decision trees
- artificial intelligence
- machine learning algorithms
- knowledge acquisition
- supervised learning
- natural language
- information systems
- belief change
- inductive learning
- information retrieval
- knowledge discovery
- information extraction
- support vector machine
- semi supervised learning
- knowledge representation
- kernel methods
- visual attention
- text classification
- computational biology
- explanation based learning
- computational intelligence
- data mining