Summary

Universal Derivations version of DeriNet.RU.

Introduction

DeriNet.RU is DeriNet-like lexical network of that captures core word-formation relations for Russian. It is based on a top of large corpus Araneum Russicum Maius corpus and a novel combination of a grammar-based component, supervised machine-learning model of Random Forest, and Maximum Spanning Tree algorithm. (Kyjánek et et al., 2021).

The data structure of DeriNet.RU is rooted trees by default.

Acknowledgments

We wish to thank all of the developers and annotators of the DeriNet.RU, including Lukáš Kyjánek, Olga Lyashevskaya, Anna Nedoluzhko, Daniil Vodolazsky, Magda Ševčíková, and Zdeněk Žabokrtský.

References

As a citation for the resource in articles, please use this:

Kyjánek, Lukáš; Lyashevskaya, Olga; Nedoluzhko, Anna; Vodolazsky, Daniil; Žabokrtský, Zdeněk. 2021. DeriNet.RU 0.5. Released in the Universal Derivations collection v1.1 (CC BY-NC-SA 4.0). http://hdl.handle.net/11234/1-3247.

@MISC{DeriNet.RU,
    title       = {{DeriNet.RU 0.5}},
    author      = {Kyj{\'a}nek, Luk{\'a}{\v s} and Lyashevskaya, Olga and Nedoluzhko, Anna and Vodolazsky, Daniil and {\v Z}abokrtsk{\'y}, Zden{\v e}k},
    note   = {Released in the Universal Derivations collection v1.1.},
    copyright   = {Attribution-{NonCommercial}-{ShareAlike} 4.0 ({CC} {BY}-{NC}-{SA} 4.0)},
    year        = {2021},
    url         = {http://hdl.handle.net/11234/1-3247}
}

License

The resource is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License (CC BY-NC-SA 4.0). License text is available in the file LICENSE.txt.

=== Machine-readable metadata =================================================
Resource: DeriNet.RU
Language: Russian
Authors: Kyjánek, Lukáš; Lyashevskaya, Olga; Nedoluzhko, Anna; Vodolazsky, Daniil; Ševčíková, Magda; Žabokrtský, Zdeněk
License: CC BY-NC-SA 4.0
Contact: http://ufal.mff.cuni.cz/derinet
===============================================================================

=== Machine-readable metadata =================================================
Harmonized resource: DeriNet.RU
Harmonized version: 0.5
Data source: internal
Data available since: UDer v1.1
Harmonization: default
Common features: Morphological categories
JSON features: none
Lemmas: 337632
Relations: 164725
Families: 172907
Singletons: 99624
Avarage tree size: 2.0
Avarage tree depth: 0.6
Avarage tree out-degree: 0.6
Maximum tree size: 586
Maximum tree depth: 14
Maximum tree out-degree: 24
Part-of-speech: ADJ, 19.0; ADV, 3.0; NOUN, 58.3; VERB, 19.6
Derivational relations: 164725
Conversion relations: 0
Compounding relations: 0
Variant relations: 0
===============================================================================