Neural models for morphological generation, analysis and lemmatization in 22 languages

Morphological models for generation, lemmatization and analysis in 22 languages. The models are trained in OpenNMT-py https://github.com/OpenNMT/OpenNMT-py . Feed one word at a time, split into characters (kissa -> k i s s a) Supported languages:German (deu), Kven (fkv), Komi-Zyrian (kpv), Mokhsa...

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Main Authors: Hämäläinen, Mika, Partanen, Niko, Rueter, Jack, Alnajjar, Khalid
Format: Other/Unknown Material
Language:Finnish
Published: Zenodo 2020
Subjects:
morphology
fst
endangered languages
neural models
karelian
sami
Mansi
Online Access:https://doi.org/10.5281/zenodo.3926769
id ftzenodo:oai:zenodo.org:3926769
record_format openpolar
spelling ftzenodo:oai:zenodo.org:3926769 2024-09-15T18:16:21+00:00 Neural models for morphological generation, analysis and lemmatization in 22 languages Hämäläinen, Mika Partanen, Niko Rueter, Jack Alnajjar, Khalid 2020-07-01 https://doi.org/10.5281/zenodo.3926769 fin fin Zenodo https://doi.org/10.5281/zenodo.3926768 https://doi.org/10.5281/zenodo.3926769 oai:zenodo.org:3926769 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode morphology fst endangered languages neural models info:eu-repo/semantics/other 2020 ftzenodo https://doi.org/10.5281/zenodo.392676910.5281/zenodo.3926768 2024-07-25T14:59:19Z Morphological models for generation, lemmatization and analysis in 22 languages. The models are trained in OpenNMT-py https://github.com/OpenNMT/OpenNMT-py . Feed one word at a time, split into characters (kissa -> k i s s a) Supported languages:German (deu), Kven (fkv), Komi-Zyrian (kpv), Mokhsa (mdf), Mansi (mns), Erzya (myv), Norwegian Bokmål (nob), Russian (rus), South Sami (sma), Lule Sami (smj), Skolt Sami (sms), Võro (vro), Finnish (fin), Komi-Permyak (koi), Latvian (lav), Eastern Mari (mhr), Western Mari (mrj), Namonuito (nmt), Olonets-Karelian (olo), Pite Sami (sje), Northern Sami (sme), Inari Sami (smn) and Udmurt (udm) Cite: Hämäläinen, M., Partanen, N., Rueter, J., & Alnajjar, K. (2021). Neural Morphology Dataset and Models for Multiple Languages, from the Large to the Endangered. In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021) Other/Unknown Material karelian sami Mansi Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language Finnish
topic morphology
fst
endangered languages
neural models
spellingShingle morphology
fst
endangered languages
neural models
Hämäläinen, Mika
Partanen, Niko
Rueter, Jack
Alnajjar, Khalid
Neural models for morphological generation, analysis and lemmatization in 22 languages
topic_facet morphology
fst
endangered languages
neural models
description Morphological models for generation, lemmatization and analysis in 22 languages. The models are trained in OpenNMT-py https://github.com/OpenNMT/OpenNMT-py . Feed one word at a time, split into characters (kissa -> k i s s a) Supported languages:German (deu), Kven (fkv), Komi-Zyrian (kpv), Mokhsa (mdf), Mansi (mns), Erzya (myv), Norwegian Bokmål (nob), Russian (rus), South Sami (sma), Lule Sami (smj), Skolt Sami (sms), Võro (vro), Finnish (fin), Komi-Permyak (koi), Latvian (lav), Eastern Mari (mhr), Western Mari (mrj), Namonuito (nmt), Olonets-Karelian (olo), Pite Sami (sje), Northern Sami (sme), Inari Sami (smn) and Udmurt (udm) Cite: Hämäläinen, M., Partanen, N., Rueter, J., & Alnajjar, K. (2021). Neural Morphology Dataset and Models for Multiple Languages, from the Large to the Endangered. In Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021)
format Other/Unknown Material
author Hämäläinen, Mika
Partanen, Niko
Rueter, Jack
Alnajjar, Khalid
author_facet Hämäläinen, Mika
Partanen, Niko
Rueter, Jack
Alnajjar, Khalid
author_sort Hämäläinen, Mika
title Neural models for morphological generation, analysis and lemmatization in 22 languages
title_short Neural models for morphological generation, analysis and lemmatization in 22 languages
title_full Neural models for morphological generation, analysis and lemmatization in 22 languages
title_fullStr Neural models for morphological generation, analysis and lemmatization in 22 languages
title_full_unstemmed Neural models for morphological generation, analysis and lemmatization in 22 languages
title_sort neural models for morphological generation, analysis and lemmatization in 22 languages
publisher Zenodo
publishDate 2020
url https://doi.org/10.5281/zenodo.3926769
genre karelian
sami
Mansi
genre_facet karelian
sami
Mansi
op_relation https://doi.org/10.5281/zenodo.3926768
https://doi.org/10.5281/zenodo.3926769
oai:zenodo.org:3926769
op_rights info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.392676910.5281/zenodo.3926768
_version_ 1810454353049288704

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