Segovia Aguas J, Jiménez S, Jonsson A. Generating context-free grammars using classical planning. IJCAI International Joint Conference on Artificial Intelligence; 2017 Aug 19-25; Melbourne, Australia.
Segovia Aguas J, Jiménez S, Jonsson A. Generating context-free grammars using classical planning. IJCAI International Joint Conference on Artificial Intelligence; 2017 Aug 19-25; Melbourne, Australia.
Segovia Aguas J, Jiménez S, Jonsson A. Generating context-free grammars using classical planning. IJCAI International Joint Conference on Artificial Intelligence; 2017 Aug 19-25; Melbourne, Australia.
This paper presents a novel approach for generating Context-Free Grammars (CFGs) from small sets of input strings (a single input string in some cases). Our approach is to compile this task into a classical planning problem whose solutions are sequences of actions that build and validate a CFG compliant with the input strings. In addition, we show that our compilation is suitable for implementing the two canonical tasks for CFGs, string production and string recognition
Additional material.
- Post-print at UPF repository