Using natural language and program abstractions to instill human inductive biases in machines.
Sreejan KumarCarlos G. CorreaIshita DasguptaRaja MarjiehMichael Y. HuRobert D. HawkinsJonathan D. CohenNathaniel D. DawKarthik NarasimhanTom GriffithsPublished in: NeurIPS (2022)
Keyphrases
- natural language
- machine learning
- functional programs
- knowledge representation
- human interaction
- human experts
- semantic analysis
- human language
- trade off
- human intelligence
- inductive learning
- recursive programs
- semantic interpretation
- natural language generation
- conceptual graphs
- human users
- human behavior
- human subjects
- question answering
- information extraction
- artificial intelligence
- database
- computer programs
- natural language processing
- expert systems
- decision trees
- neural network