Semantic expressive capacity with bounded memory
June 27, 2019 ยท Declared Dead ยท ๐ Annual Meeting of the Association for Computational Linguistics
"No code URL or promise found in abstract"
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Authors
Antoine Venant, Alexander Koller
arXiv ID
1906.11752
Category
cs.CL: Computation & Language
Cross-listed
cs.LO
Citations
1
Venue
Annual Meeting of the Association for Computational Linguistics
Last Checked
4 months ago
Abstract
We investigate the capacity of mechanisms for compositional semantic parsing to describe relations between sentences and semantic representations. We prove that in order to represent certain relations, mechanisms which are syntactically projective must be able to remember an unbounded number of locations in the semantic representations, where nonprojective mechanisms need not. This is the first result of this kind, and has consequences both for grammar-based and for neural systems.
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