Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs.
Ghazi FelhiJoseph Le RouxDjamé SeddahPublished in: CoRR (2022)
Keyphrases
- inductive bias
- supervised learning
- machine learning
- inductive learning
- pac learning
- training examples
- unsupervised learning
- semi supervised
- training set
- prior knowledge
- domain theory
- domain knowledge
- active learning
- hypothesis space
- learning algorithm
- data sets
- reinforcement learning
- sample selection
- learning tasks
- upper bound
- special case
- learning process
- lower bound