Stig-Arne Grönroos

According to our database, Stig-Arne Grönroos authored at least 24 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki.

Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann

CoRR, 2024

Isotropy, Clusters, and Classifiers.

Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh

CoRR, 2024

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki.

Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert Bonet, Shaoxiong Ji, Niki A. Loppi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation.

Michele Boggia, Stig-Arne Grönroos, Niki A. Loppi, Timothee Mickus, Alessandro Raganato, Jörg Tiedemann, Raúl Vázquez

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

2022

Democratizing Machine Translation with OPUS-MT.

Jörg Tiedemann, Mikko Aulamo, Daria Bakshandaeva, Michele Boggia, Stig-Arne Grönroos, Tommi Nieminen, Alessandro Raganato, Yves Scherrer, Raúl Vázquez, Sami Virpioja

CoRR, 2022

Latest Development in the FoTran Project - Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components.

Raúl Vázquez, Michele Boggia, Alessandro Raganato, Niki A. Loppi, Stig-Arne Grönroos, Jörg Tiedemann

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

Silo NLP's Participation at WAT2022.

Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, Mika Koistinen

Proceedings of the 9th Workshop on Asian Translation, 2022

2020

Multimodal machine translation through visuals and speech.

Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann

Mach. Transl., 2020

Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation.

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Mach. Transl., 2020

Finnish Language Modeling with Deep Transformer Models.

Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo

CoRR, 2020

The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks.

Yves Scherrer, Stig-Arne Grönroos, Sami Virpioja

Proceedings of the Fifth Conference on Machine Translation, 2020

Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning.

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Finnish ASR with Deep Transformer Models.

Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo

Proceedings of the Interspeech 2020, 2020

2018

Cognate-aware morphological segmentation for multilingual neural translation.

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

The MeMAD Submission to the WMT18 Multimodal Translation Task.

Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

The WMT'18 Morpheval test suites for English-Czech, English-German, English-Finnish and Turkish-English.

Franck Burlot, Yves Scherrer, Vinit Ravishankar, Ondrej Bojar, Stig-Arne Grönroos, Maarit Koponen, Tommi Nieminen, François Yvon

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

The MeMAD Submission to the IWSLT 2018 Speech Translation Task.

Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo

Proceedings of the 15th International Conference on Spoken Language Translation, 2018

2017

Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis.

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Proceedings of the Second Conference on Machine Translation, 2017

2016

A Comparative Study of Minimally Supervised Morphological Segmentation.

Teemu Ruokolainen, Oskar Kohonen, Kairit Sirts, Stig-Arne Grönroos, Mikko Kurimo, Sami Virpioja

Comput. Linguistics, 2016

Hybrid Morphological Segmentation for Phrase-Based Machine Translation.

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Proceedings of the First Conference on Machine Translation, 2016

2015

LeBLEU: N-gram-based Translation Evaluation Score for Morphologically Complex Languages.

Sami Virpioja, Stig-Arne Grönroos

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

Tuning Phrase-Based Segmented Translation for a Morphologically Complex Target Language.

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

2014

Morfessor 2.0: Toolkit for statistical morphological segmentation.

Peter Smit, Sami Virpioja, Stig-Arne Grönroos, Mikko Kurimo

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology.

Stig-Arne Grönroos, Sami Virpioja, Peter Smit, Mikko Kurimo

Proceedings of the COLING 2014, 2014