Polynomial Tree Substitution Grammars: Characterization and New Examples

Jean-Cédric Chappelier, Martin Rajman, Antoine Rozenknop


Abstract
Polynomial Tree Substitution Grammars, a subclass of STSGs for which finding the most probable parse is no longer NP-hard but polynomial, are defined and characterized in terms of general properties on the elementary trees in the grammar. Various sufficient and easy to compute properties for a STSG to be polynomial are presented. The min-max selection principle is shown to be one such sufficient property. In addition, another, new, instance of a sufficient property, based on lexical heads, is presented. The performances of both models are evaluated on several corpora.
Anthology ID:
2002.jeptalnrecital-poster.7
Volume:
Actes de la 9ème conférence sur le Traitement Automatique des Langues Naturelles. Posters
Month:
June
Year:
2002
Address:
Nancy, France
Editor:
Jean-Marie Pierrel
Venue:
JEP/TALN/RECITAL
SIG:
Publisher:
ATALA
Note:
Pages:
357–362
Language:
URL:
https://aclanthology.org/2002.jeptalnrecital-poster.7
DOI:
Bibkey:
Cite (ACL):
Jean-Cédric Chappelier, Martin Rajman, and Antoine Rozenknop. 2002. Polynomial Tree Substitution Grammars: Characterization and New Examples. In Actes de la 9ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, pages 357–362, Nancy, France. ATALA.
Cite (Informal):
Polynomial Tree Substitution Grammars: Characterization and New Examples (Chappelier et al., JEP/TALN/RECITAL 2002)
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PDF:
https://aclanthology.org/2002.jeptalnrecital-poster.7.pdf