In this chapter, rather mathematical in nature, I provide a top-down computational perspective on polyadic quantification in natural language, that is, starting with a general computational model of Turing machines I investigate complexity differences between various polyadic constructions. I propose a classification of natural language polyadic quantifiers with respect to their computational complexity, especially focusing on the border between tractable and intractable constructions. First, I prove that iteration, cumulation, and resumption do not carry us outside polynomial computability. Other polyadic construction, like branching and Ramseyification, can lead to NP-complete natural language constructions. In the last section of this chapter-motivated by the search for noncontroversial intractable semantic constructions-I investigate the computational complexity duality between Ramsey quantifiers: some are in P while others are NP-complete. Ramsey quantifiers are a natural object o...

Complexity of Polyadic Quantifiers / Szymanik, J.. - 96:(2016), pp. 101-121. [10.1007/978-3-319-28749-2_7]

Complexity of Polyadic Quantifiers

Szymanik, J.
2016-01-01

Abstract

In this chapter, rather mathematical in nature, I provide a top-down computational perspective on polyadic quantification in natural language, that is, starting with a general computational model of Turing machines I investigate complexity differences between various polyadic constructions. I propose a classification of natural language polyadic quantifiers with respect to their computational complexity, especially focusing on the border between tractable and intractable constructions. First, I prove that iteration, cumulation, and resumption do not carry us outside polynomial computability. Other polyadic construction, like branching and Ramseyification, can lead to NP-complete natural language constructions. In the last section of this chapter-motivated by the search for noncontroversial intractable semantic constructions-I investigate the computational complexity duality between Ramsey quantifiers: some are in P while others are NP-complete. Ramsey quantifiers are a natural object o...
2016
Quantifiers and Cognition. Logical and Computational Perspectives
Switzerland
Springer
Szymanik, J.
Complexity of Polyadic Quantifiers / Szymanik, J.. - 96:(2016), pp. 101-121. [10.1007/978-3-319-28749-2_7]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/371736
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