Parsing Beyond Context-Free Grammars

This book provides an extensive overview of the formal language landscape between context-free grammars (CFG) and PTIME, moving from Tree Adjoining Grammars to Multiple Context-Free Grammars and then to Range Concatenation Grammars.

Given that context-free grammars (CFG) cannot adequately describe natural languages, grammar formalisms beyond CFG that are still computationally tractable are of central interest for computational linguists. This book provides an extensive overview of the formal language landscape between CFG and PTIME, moving from Tree Adjoining Grammars to Multiple Context-Free Grammars and then to Range Concatenation Grammars while explaining available parsing techniques for these formalisms. Although familiarity with the basic notions of parsing and formal languages is helpful when reading this book, it is not a strict requirement. The presentation is supported with many illustrations and examples relating to the different formalisms and algorithms, and chapter summaries, problems and solutions. The book will be useful for students and researchers in computational linguistics and in formal language theory.

First textbook on this topic Includes chapter summaries, problems and solutions Offers researchers a detailed overview of research in the field Includes supplementary material: sn.pub/extras

Inhalt
Grammar Formalisms for Natural Languages.- Parsing: Preliminaries.- Tree Adjoining Grammars.- Parsing Tree Adjoining Grammars.- Multiple Context-Free Grammars and Linear Context-Free Rewriting Systems.- Parsing MCFG, LCFRS and Simple RCG.- Range Concatenation Grammars.- Parsing Range Concatenation Grammars.- Automata.