MLRegTest: A Benchmark for the Machine Learning of Regular Languages.
Sam van der PoelDakotah LambertKalina KostyszynTiantian GaoRahul VermaDerek AndersenJoanne ChauEmily PetersonCody St. ClairPaul FodorChihiro ShibataJeffrey HeinzPublished in: CoRR (2023)
Keyphrases
- regular languages
- machine learning
- regular expressions
- context free languages
- grammatical inference
- finite automata
- decision problems
- pac learning
- context free grammars
- text classification
- inductive learning
- machine learning algorithms
- information extraction
- feature selection
- context free
- positive data
- learning tasks
- learning problems
- knowledge representation
- learning algorithm
- learning theory
- pattern matching
- semi supervised learning
- data model
- statistical queries
- query processing
- reinforcement learning
- decision trees