On the Intersection of Context-Free and Regular Languages
Published in Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
The Bar-Hillel construction is a classic result in formal language theory. It shows, by a simple construction, that the intersection of a context-free language and a regular language is itself context-free. In the construction, the regular language is specified by a finite-state automaton. However, neither the original construction (Bar-Hillel et al., 1961) nor its weighted extension (Nederhof and Satta, 2003) can handle finite-state automata with ε-arcs. While it is possible to remove ε-arcs from a finite-state automaton efficiently without modifying the language, such an operation modifies the automaton’s set of paths. We give a construction that generalizes the Bar- Hillel in the case the desired automaton has ε-arcs, and further prove that our generalized construction leads to a grammar that encodes the structure of both the input automaton and grammar while retaining the asymptotic size of the original construction.
@inproceedings{pasti-etal-2023-intersection,
author = {
Clemente Pasti and
Andreas Opedal and
Tiago Pimentel and
Tim Vieira and
Jason Eisner and
Ryan Cotterell
},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics},
title = {On the Intersection of Context-Free and Regular Languages},
year = {2023},
url = {https://aclanthology.org/2023.eacl-main.52/},
pages = {737--749},
}