It is possible to generate an infinite sequence of new strings from an unknown target language, even when the language is chosen adversarially and only positive examples are provided.
DECIDER is a rule-controllable decoding strategy inspired by dual-system cognitive theory, aiming to guide language generation towards specific targets in a more human-like manner.