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Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar
April 11, 2019 ยท Declared Dead ยท ๐ Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics
"No code URL or promise found in abstract"
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Authors
Jonathan Dunn
arXiv ID
1904.05529
Category
cs.CL: Computation & Language
Citations
18
Venue
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics
Last Checked
4 months ago
Abstract
A usage-based Construction Grammar (CxG) posits that slot-constraints generalize from common exemplar constructions. But what is the best model of constraint generalization? This paper evaluates competing frequency-based and association-based models across eight languages using a metric derived from the Minimum Description Length paradigm. The experiments show that association-based models produce better generalizations across all languages by a significant margin.
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