Taras Zakharko
Dr. Taras Zakharko
Data Scientist & Software Developer
Distributional Linguistics Lab
I am a data scientist and software architect passionate about complex systems modeling and tool development. My work blends linguistics, computer science, and mathematics to support interdisciplinary research at the Distributional Linguistics Lab and beyond. I create digital resources, methods, and tools to empower researchers and open new avenues for scientific exploration.
I am the architect and technical lead of the AUTOTYP database, one of the world’s most comprehensive open resources of language structures. I also coordinate and teach the Quantitative and Computational Methods in the Linguistics program. Beyond my scholarly work and contributions to research infrastructure, I mentor scientists on workflows, data design, and high-performance computing.
ZORA Publication List
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Publications
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Curating global datasets of structural linguistic features for independence. Scientific Data, 12(1):106.
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Densify: An R package to reduce empty cells in dataframes of typological linguistic data. Journal of Open Source Software, 9(101):7024.
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Managing AUTOTYP Data: Design Principles and Implementation. In: Berez-Kroeker, Andrea L; McDonnell, Bradley; Koller, Eve; Collister, Lauren B. The Open Handbook of Linguistic Data Management. Cambridge: MIT Press, 632-642.
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Digging deep: mining corpora for typological patterns and beyond. 2015, University of Zurich, Faculty of Arts.
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Exploring diachronic universals of agreement: alignment patterns and zero marking across person categories. In: Fleischer, Jürg; Rieken, Elisabeth; Widmer, Paul. Agreement from a diachronic perspective. Berlin: De Gruyter Mouton, 29 - 51.
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Syntactic mixing across generations in an environment of community-wide bilingualism. Frontiers in Psychology, 6:82.
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US Dialect App. Apple App Store: iTunes.
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Semantic role clustering: an empirical assessments of semantic role types in non-default case assignment. Studies in Language, 38(3):485 - 511.
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Typological evidence against universal effects of referential scales on case alignment. In: Bornkessel-Schlesewsky, Ina; Malchukov, Andrej; Richards, Marc. Scales and Hierarchies: a cross-disciplinary perspective on referential hierarchies. Berlin: De Gruyter Mouton, 7-44.
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Patterns of alignment in verb agreement. In: Bakker, Dik; Haspelmath, Martin. Languages across boundaries : Studies in memory of Anna Siewierska. Berlin: De Gruyter Mouton, 15-36.