Work

Tensor Product Representations of Subregular Formal Languages

Year: 2019
Type: preprint
Abstract: This paper provides a geometric characterization of subclasses of the regular languages. We use finite model theory to characterize objects like strings and trees as relational structures. Logical statements meeting certain criteria over these models define subregular classes of languages. The semantics of such statements can be compiled into tensor structures, using multilinear maps as function application for evaluation. This method is applied to consider two properly subregular languages over different string models.
Language: English
Open Access status: green
OpenAlex ID: W2969894782
Cites: 34
Cited by: 1
Related to: 10