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        <title>Real-Valued Logics for Typological Universals: Framework and Application</title>
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        <namePart type="given">Xiang</namePart>
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            <namePart type="family">Bel</namePart>
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            <namePart type="given">Chengqing</namePart>
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    <abstract>This paper proposes a framework for the expression of typological statements which uses real-valued logics to capture the empirical truth value (truth degree) of a formula on a given data source, e.g. a collection of multilingual treebanks with comparable annotation. The formulae can be arbitrarily complex expressions of propositional logic. To illustrate the usefulness of such a framework, we present experiments on the Universal Dependencies treebanks for two use cases: (i) empirical (re-)evaluation of established formulae against the spectrum of available treebanks and (ii) evaluating new formulae (i.e. potential candidates for universals) generated by a search algorithm.</abstract>
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%0 Conference Proceedings
%T Real-Valued Logics for Typological Universals: Framework and Application
%A Dönicke, Tillmann
%A Yu, Xiang
%A Kuhn, Jonas
%Y Scott, Donia
%Y Bel, Nuria
%Y Zong, Chengqing
%S Proceedings of the 28th International Conference on Computational Linguistics
%D 2020
%8 December
%I International Committee on Computational Linguistics
%C Barcelona, Spain (Online)
%F donicke-etal-2020-real
%X This paper proposes a framework for the expression of typological statements which uses real-valued logics to capture the empirical truth value (truth degree) of a formula on a given data source, e.g. a collection of multilingual treebanks with comparable annotation. The formulae can be arbitrarily complex expressions of propositional logic. To illustrate the usefulness of such a framework, we present experiments on the Universal Dependencies treebanks for two use cases: (i) empirical (re-)evaluation of established formulae against the spectrum of available treebanks and (ii) evaluating new formulae (i.e. potential candidates for universals) generated by a search algorithm.
%R 10.18653/v1/2020.coling-main.353
%U https://aclanthology.org/2020.coling-main.353
%U https://doi.org/10.18653/v1/2020.coling-main.353
%P 3990-4003

Markdown (Informal)

[Real-Valued Logics for Typological Universals: Framework and Application](https://aclanthology.org/2020.coling-main.353) (Dönicke et al., COLING 2020)

• Real-Valued Logics for Typological Universals: Framework and Application (Dönicke et al., COLING 2020)

ACL

• Tillmann Dönicke, Xiang Yu, and Jonas Kuhn. 2020. Real-Valued Logics for Typological Universals: Framework and Application. In Proceedings of the 28th International Conference on Computational Linguistics, pages 3990–4003, Barcelona, Spain (Online). International Committee on Computational Linguistics.