Modeling the Complexity and Descriptive Adequacy of Construction Grammars
Computation and Language
2019-04-12 v1
Abstract
This paper uses the Minimum Description Length paradigm to model the complexity of CxGs (operationalized as the encoding size of a grammar) alongside their descriptive adequacy (operationalized as the encoding size of a corpus given a grammar). These two quantities are combined to measure the quality of potential CxGs against unannotated corpora, supporting discovery-device CxGs for English, Spanish, French, German, and Italian. The results show (i) that these grammars provide significant generalizations as measured using compression and (ii) that more complex CxGs with access to multiple levels of representation provide greater generalizations than single-representation CxGs.
Keywords
Cite
@article{arxiv.1904.05588,
title = {Modeling the Complexity and Descriptive Adequacy of Construction Grammars},
author = {Jonathan Dunn},
journal= {arXiv preprint arXiv:1904.05588},
year = {2019}
}