Stig-Arne Grönroos
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Morfessor 2.0: Python implementation and extensions for Morfessor Baseline
S Virpioja, P Smit, SA Grönroos, M Kurimo
Aalto University, 2013
Morfessor 2.0: Toolkit for statistical morphological segmentation
P Smit, S Virpioja, SA Grönroos, M Kurimo
The 14th Conference of the European Chapter of the Association for …, 2014
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology
SA Grönroos, S Virpioja, P Smit, M Kurimo
Proceedings of COLING 2014, the 25th International Conference on …, 2014
The MeMAD submission to the WMT18 multimodal translation task
SA Grönroos, B Huet, M Kurimo, J Laaksonen, B Merialdo, P Pham, ...
arXiv preprint arXiv:1808.10802, 2018
Multimodal machine translation through visuals and speech
U Sulubacak, O Caglayan, SA Grönroos, A Rouhe, D Elliott, L Specia, ...
Machine Translation 34, 97-147, 2020
A comparative study of minimally supervised morphological segmentation
T Ruokolainen, O Kohonen, K Sirts, SA Grönroos, M Kurimo, S Virpioja
Computational Linguistics 42 (1), 91-120, 2016
The WMT'18 Morpheval test suites for English-Czech, English-German, English-Finnish and Turkish-English
F Burlot, Y Scherrer, V Ravishankar, O Bojar, SA Grönroos, M Koponen, ...
3rd Conference on Machine Translation (WMT 18) 2, 550-564, 2018
Lebleu: N-gram-based translation evaluation score for morphologically complex languages
S Virpioja, SA Grönroos
Proceedings of the Tenth Workshop on Statistical Machine Translation, 411-416, 2015
Morfessor EM+ Prune: Improved subword segmentation with expectation maximization and pruning
SA Grönroos, S Virpioja, M Kurimo
arXiv preprint arXiv:2003.03131, 2020
Cognate-aware morphological segmentation for multilingual neural translation
SA Grönroos, S Virpioja, M Kurimo
arXiv preprint arXiv:1808.10791, 2018
Finnish ASR with Deep Transformer Models.
A Jain, A Rouhe, SA Grönroos, M Kurimo
Interspeech, 3630-3634, 2020
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks
Y Scherrer, SA Grönroos, S Virpioja
Proceedings of the Fifth Conference on Machine Translation, 1129-1138, 2020
Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis
SA Grönroos, S Virpioja, M Kurimo
Conference on Machine Translation, 296-302, 2017
Democratizing neural machine translation with OPUS-MT
J Tiedemann, M Aulamo, D Bakshandaeva, M Boggia, SA Grönroos, ...
Language Resources and Evaluation, 1-43, 2023
Low-Resource Active Learning of North Sami Morphological Segmentation
SA Grönroos, K Jokinen, K Hiovain, M Kurimo, S Virpioja
Septentrio Conference Series, 20-33, 2015
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation
SA Grönroos, S Virpioja, M Kurimo
Machine Translation 34 (4), 251-286, 2020
Hybrid morphological segmentation for phrase-based machine translation
SA Grönroos, S Virpioja, M Kurimo
Proceedings of the First Conference on Machine Translation: Volume 2, Shared …, 2016
Tuning phrase-based segmented translation for a morphologically complex target language
SA Grönroos, S Virpioja, M Kurimo
Proceedings of the Tenth Workshop on Statistical Machine Translation, 105-111, 2015
North Sámi morphological segmentation with low-resource semi-supervised sequence labeling
SA Grönroos, S Virpioja, M Kurimo
Proceedings of the Fifth International Workshop on Computational Linguistics …, 2019
Morfessor-enriched features and multilingual training for canonical morphological segmentation
A Rouhe, SA Grönroos, S Virpioja, M Creutz, M Kurimo
Proceedings of the 19th SIGMORPHON Workshop on Computational Research in …, 2022
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