Persistent Topology of Syntax
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Abstract (arXiv)
We study the persistent homology of the data set of syntactic parameters of the world languages. We show that, while homology generators behave erratically over the whole data set, non-trivial persistent homology appears when one restricts to specific language families. Different families exhibit different persistent homology. We focus on the cases of the Indo-European and the Niger-Congo families, for which we compare persistent homology over different cluster filtering values. We investigate the possible significance, in historical linguistic terms, of the presence of persistent generators of the first homology. In particular, we show that the persistent first homology generator we find in the Indo-European family is not due (as one might guess) to the Anglo-Norman bridge in the Indo-European phylogenetic network, but is related to the position of Ancient Greek and the Hellenic branch within the network.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 18 Jul 2015.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 1; 2024: 2.
4 papers.
- 2023TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Stylescited by 10
- 2024Topological Data Analysis Applications in Natural Language Processing: A Surveycited by 2
- 2021Syntactic structures and the general Markov modelscited by 1
- 2024Linguistics from a topological viewpointcited by 1
- 2024Topological Data Analysis Applications in Natural Language Processing: A Survey15 Nov 2024
- 2024Linguistics from a topological viewpoint16 Mar 2024
- 2023TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles22 Sep 2023
- 2021Syntactic structures and the general Markov models17 Apr 2021