Parallel text typology dataset
type: Dataset
description: This repository contains data accompanying the following paper: Neural models can sometimes discover typological generalizations. Computational Linguistics (2023) 49 (4): 1003–1051. https://doi.org/10.1162/coli_a_00491 It contains the following information for 1295 different languages: language vector representations from a range of neural models automatically derived lists of affixes automatically derived lists of inflectional paradigms typological features derived from annotation projection, and statistics on dependency relations typological features derived from classifiers trained on language vectors and typological databases automatically derived word lists data needed for automatic evaluation of language representations (code in separate repository) Note that the multilingual word embeddings described in the paper are very large, and therefore distributed in a separate public repository. The computations were enabled by resources provided by the Swedish National Infrastructure for Computing (SNIC) at C3SE partially funded by the Swedish Research Council through grant agreement no. 2018-05973. This work was funded in part by the Swedish Research Council through grant agreement no. 2019-04129.
conditions of access: http://publications.europa.eu/resource/authority/access-right/PUBLIC
conditions of access: info:eu-repo/semantics/openAccess
creative work status: completed
  type: DefinedTerm
  in defined term set: http://publications.europa.eu/resource/authority/dataset-status
  term code: COMPLETED
creator: Östling, Robert
creator: Kurfalı, Murathan
date modified: 2026-03-03
date published: 2023-01-05
language: English
is part of: https://zenodo.org/communities/stockholmuniversitylibrary/
keywords: Natural Language Processing
  type: DefinedTerm
  term code: 10208
keywords: computational typology
keywords: parallel text
keywords: multilingual NLP
license: https://creativecommons.org/licenses/by-sa/4.0/
publisher: Stockholm University
version: 0

PropertyValue
property ID: DOI
value: 10.5281/zenodo.7506220

PropertyValue
property ID: URL
value: https://zenodo.org/records/7506220

PropertyValue
property ID: oai
value: oai:zenodo.org:7506220

Östling, Robert
type: Person
affiliation: Department of Linguistics, Stockholm University
family name: Östling
given name: Robert

Kurfalı, Murathan
type: Person
affiliation: Department of Linguistics, Stockholm University
family name: Kurfalı
given name: Murathan

English
type: Language
alternate name: eng

Stockholm University
type: Organization