Atypical or underrepresented? A pilot study on small treebanks

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10441755" target="_blank" >RIV/00216208:11320/21:10441755 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Atypical or underrepresented? A pilot study on small treebanks

Original language description

We illustrate an approach for multilingual treebanks explorations by introducing a novel adaptation to small treebanks of a methodology for identifying cross-lingual quantitative trends in the distribution of dependency relations. By relying on the principles of cross-validation, we reduce the amount of data required to execute the method, paving the way to expanding its use to low-resources languages. We validated the approach on 8 small treebanks, each containing less than 100,000 tokens and representing typologically different languages. We also show preliminary but promising evidence on the use of the proposed methodology for treebank expansion.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

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Continuities

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Publication year

2021

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

CEUR Workshop Proceedings

ISBN

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ISSN

1613-0073

e-ISSN

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Number of pages

9

Pages from-to

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Publisher name

CEUR-WS

Place of publication

Aachen

Event location

Milano

Event date

Jan 26, 2022

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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