@techreport{virpioja2013morfessor,
title = {Morfessor 2.0: {P}ython Implementation and Extensions for {M}orfessor {B}aseline},
author = {Virpioja, Sami and Smit, Peter and Gr{\"o}nroos, Stig-Arne and Kurimo, Mikko},
year = {2013},
type = {Report},
number = {25/2013 in Aalto University publication series {SCIENCE + TECHNOLOGY}},
institution = {Department of Signal Processing and Acoustics, Aalto University},
isbn = {978-952-60-5501-5},
url = {http://urn.fi/URN:ISBN:978-952-60-5501-5}
}
@inproceedings{smit2014demo,
title = {Morfessor 2.0: Toolkit for Statistical Morphological Segmentation},
author = {Smit, Peter and Virpioja, Sami and Gr{\"o}nroos, Stig-Arne and Kurimo, Mikko},
booktitle = {14th Conference of the European Chapter of the Association for Computational Linguistics},
year = {2014},
note = {Software Demonstration},
url = {https://www.aclweb.org/anthology/E14-2006.pdf}
}
@inproceedings{gronroos2014flatcat,
title = {Morfessor {F}lat{C}at: An {HMM}-Based Method for Unsupervised and Semi-Supervised Learning of Morphology},
author = {Stig-Arne Gr{\"o}nroos and Sami Virpioja and Peter Smit and Mikko Kurimo},
booktitle = {Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics},
year = {2014},
publisher = {ACL},
url = {http://anthology.aclweb.org/C/C14/C14-1111.pdf}
}
@inproceedings{gronroos2015lowresource,
title = {Low-Resource Active Learning of {N}orth {S}\'{a}mi Morphological Segmentation},
author = {Stig-Arne Gr{\"o}nroos and Kristiina Jokinen and Katri Hiovain and Mikko Kurimo and Sami Virpioja},
booktitle = {International Workshop on Computational Linguistics for Uralic Languages},
year = {2015},
url = {https://septentrio.uit.no/index.php/SCS/article/download/3465/3389/0}
}
@inproceedings{virpioja2015lebleu,
author = {Virpioja, Sami and Gr{\"o}nroos, Stig-Arne},
title = {{LeBLEU}: N-gram-based Translation Evaluation Score for Morphologically Complex Languages},
booktitle = {Proceedings of the Tenth Workshop on Statistical Machine Translation},
year = {2015},
publisher = {ACL},
url = {http://aclweb.org/anthology/W15-3052.pdf}
}
@inproceedings{gronroos2015tuning,
author = {Gr{\"o}nroos, Stig-Arne and Virpioja, Sami and Mikko Kurimo},
title = {Tuning Phrase-Based Segmented Translation for a Morphologically Complex Target Language},
booktitle = {Proceedings of the Tenth Workshop on Statistical Machine Translation},
year = {2015},
publisher = {ACL},
url = {http://aclweb.org/anthology/W15-3010.pdf}
}
@inproceedings{gronroos2016hybrid,
author = {Gr{\"o}nroos, Stig-Arne and Virpioja, Sami and Kurimo, Mikko},
title = {Hybrid Morphological Segmentation for Phrase-Based Machine Translation},
booktitle = {Proceedings of the First Conference on Machine Translation},
year = {2016},
publisher = {ACL},
url = {http://www.aclweb.org/anthology/W/W16/W16-2312.pdf}
}
@inproceedings{gronroos2017extending,
title = {Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis},
author = {Gr{\"o}nroos, Stig-Arne and Virpioja, Sami and Kurimo, Mikko},
booktitle = {Proceedings of the Second Conference on Machine Translation},
year = {2017},
url = {http://www.aclweb.org/anthology/W17-4727}
}
@inproceedings{gronroos2018cognate,
title = {Cognate-aware morphological segmentation for multilingual neural translation},
author = {Gr{\"o}nroos, Stig-Arne and Sami Virpioja and Mikko Kurimo},
year = {2018},
month = {October},
booktitle = {Proceedings of the Third Conference on Machine Translation},
publisher = {Association for Computational Linguistics},
url = {http://www.aclweb.org/anthology/W18-6410.pdf}
}
@inproceedings{gronroos2018memad,
title = {The {MeMAD} Submission to the {WMT18} Multimodal Translation Task},
author = {Gr{\"o}nroos, Stig-Arne and Huet, Benoit and Kurimo, Mikko and Laaksonen, Jorma and Merialdo, Bernard and Pham, Phu and Sj{\"o}berg, Mats and Sulubacak, Umut and Tiedemann, Jörg and Troncy, Raphael and V{\'a}zquez, Ra{\'u}l},
year = {2018},
month = {October},
booktitle = {Proceedings of the Third Conference on Machine Translation},
publisher = {Association for Computational Linguistics},
url = {http://www.aclweb.org/anthology/W18-6439.pdf}
}
@inproceedings{burlot2018wmt,
title = {The {WMT'18} {M}orpheval test suites for {E}nglish-{C}zech, {E}nglish-{G}erman, {E}nglish-{F}innish and {T}urkish-{E}nglish},
author = {Burlot, Franck and Scherrer, Yves and Ravishankar, Vinit and Bojar, Ondrej and Gr{\"o}nroos, Stig-Arne and Koponen, Maarit and Nieminen, Tommi and Yvon, Fran{\c{c}}ois},
booktitle = {Proceedings of the Third Conference on Machine Translation Shared Task Papers},
year = {2018},
organization = {Association for Computational Linguistics},
url = {http://www.aclweb.org/anthology/W18-6433}
}
@inproceedings{sulubacak2018memad,
title = {The MeMAD Submission to the IWSLT 2018 Speech Translation Task},
author = {Sulubacak, Umut and Tiedemann, J{\"o}rg and Rouhe, Aku and Stig-Arne, Gr{\"o}nroos and Kurimo, Mikko},
booktitle = {Proceedings of the 15th International Workshop on Spoken Language Translation (IWSLT 2018)},
year = {2018},
url = {http://www.aclweb.org/anthology/W18-6439}
}
@inproceedings{gronroos2019north,
title = {North {S}{\'a}mi morphological segmentation with low-resource semi-supervised sequence labeling},
author = {Gr{\"o}nroos, Stig-Arne and Virpioja, Sami and Kurimo, Mikko},
booktitle = {Proceedings of the Fifth International Workshop on Computational Linguistics for Uralic Languages},
year = {2019},
url = {http://www.aclweb.org/anthology/W19-0302}
}
@inproceedings{gronroos2020morfessor,
title = {Morfessor {EM+Prune}: Improved Subword Segmentation with Expectation Maximization and Pruning},
author = {Gr{\"o}nroos, Stig-Arne and Sami Virpioja and Mikko Kurimo},
year = {2020},
month = {May},
address = {Marseilles, France},
booktitle = {Proceedings of the 12th Language Resources and Evaluation Conference},
publisher = {ELRA},
url = {https://www.aclweb.org/anthology/2020.lrec-1.486}
}
@inproceedings{jain2020finnish,
title = {{F}innish {ASR} with Deep {T}ransformer Models},
author = {Jain, Abhilash and Rouhe, Aku and Grönroos, Stig-Arne and Kurimo, Mikko},
booktitle = {Proceedings of Interspeech},
year = {2020},
pages = {3630--3634}
}
@inproceedings{scherrer2020university,
title = {The {U}niversity of {H}elsinki and {A}alto {U}niversity submissions to the {WMT} 2020 news and low-resource translation tasks},
author = {Scherrer, Yves and Grönroos, Stig-Arne and Virpioja, Sami},
booktitle = {Proceedings of the Fifth Conference on Machine Translation},
pages = {1127--1136},
year = {2020},
organization = {The Association for Computational Linguistics}
}
@article{ruokolainen2016comparative,
title = {A comparative study on minimally supervised morphological segmentation},
author = {Ruokolainen, Teemu and Kohonen, Oskar and Sirts, Kairit and Gr{\"o}nroos, Stig-Arne and Kurimo, Mikko and Virpioja, Sami},
journal = {Computational Linguistics},
year = {2016},
publisher = {MIT Press},
url = {http://www.aclweb.org/anthology/J/J16/J16-1003.pdf}
}
@article{gronroos2016nejlt,
title = {Low-Resource Active Learning of Morphological Segmentation},
author = {Stig-Arne Gr{\"o}nroos and Kristiina Jokinen and Katri Hiovain and Mikko Kurimo and Sami Virpioja},
journal = {Northern European Journal of Language Technology},
year = {2016},
url = {https://research.aalto.fi/files/11718564/gronroos_et_al_nejlt16v4a4.pdf}
}
@misc{gronroos2020transfer,
title = {Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation},
author = {Stig-Arne Grönroos and Sami Virpioja and Mikko Kurimo},
year = {2020},
eprint = {2004.04002},
archiveprefix = {arXiv},
primaryclass = {cs.CL},
note = {arXiv:2004.04002 [cs.CL], accepted for publication in Machine Translation},
url = {https://arxiv.org/abs/2004.04002}
}
@article{sulubacak2020multimodal,
title = {Multimodal Machine Translation through Visuals and Speech},
author = {Umut Sulubacak and Ozan Caglayan and Stig-Arne Grönroos and Aku Rouhe and Desmond Elliott and Lucia Specia and Jörg Tiedemann},
eprint = {1911.12798},
archiveprefix = {arXiv},
primaryclass = {cs.CL},
note = {arXiv:1911.12798 [cs.CL]},
volume = {34},
number = {2},
pages = {97--147},
year = {2020},
publisher = {Springer},
journal = {Machine Translation},
url = {https://arxiv.org/abs/1911.12798}
}
@mastersthesis{gronroos2010bachelors,
type = {Bachelor's thesis},
author = {Gr{\"o}nroos, Stig-Arne},
title = {Parallelliserad klassifikation av dokumentsamling med hj{\"a}lp av {M}ap{R}educe},
school = {Department of Information and Computer Science, Aalto University},
year = {2010},
url = {http://urn.fi/URN:NBN:fi:aalto-201305164987}
}
@mastersthesis{gronroos2014masters,
author = {Gr{\"o}nroos, Stig-Arne},
title = {Semi-supervised induction of a concatenative morphology with simple morphotactics},
school = {Department of Information and Computer Science, Aalto University},
year = {2014},
url = {http://urn.fi/URN:NBN:fi:aalto-201405221894}
}
@phdthesis{gronroos2020machine,
title = {Machine translation into morphologically rich low-resource languages},
author = {Grönroos, Stig-Arne},
year = {2020},
language = {en},
pages = {200 + app. 188},
keyword = {machine translation; morpheme segmentation; subwords; unsupervised learning; semi-supervised learning; transfer learning; multi-task learning; active learning; konekäännös; morfeeemipilkonta; ohjaamaton oppiminen; puoliohjattu oppiminen; siirto-oppiminen; monen tehtävän oppiminen; aktiivinen koneoppiminen; syvät neuroverkot},
isbn = {978-952-64-0169-0 (electronic); 978-952-64-0168-3 (printed)},
issn = {1799-4942 (electronic); 1799-4934 (printed); 1799-4934 (ISSN-L)},
note = {Aalto University publication series DOCTORAL DISSERTATIONS; 202/2020},
school = {Aalto University},
type = {G5 Artikkeliväitöskirja},
url = {http://urn.fi/URN:ISBN:978-952-64-0169-0}
}
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