Sequence Length is a Domain: Length-based Overfitting in Transformer Models.
Dusan VarisOndrej BojarPublished in: EMNLP (1) (2021)
Keyphrases
- fixed length
- statistical models
- conceptual models
- domain specific
- domain models
- total length
- information systems
- decision trees
- domain ontology
- domain independent
- minimal length
- data sets
- accurate models
- maximum number
- autoregressive
- fuzzy logic
- domain knowledge
- artificial neural networks
- case study
- data mining
- neural network