Stig-Arne Grönroos

33 papers A 2B 2C 1Journal 15Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Democratizing neural machine translation with OPUS-MT.
Lang. Resour. Evaluation
Jörg Tiedemann, Mikko Aulamo, Daria Bakshandaeva, Michele Boggia, Stig-Arne Grönroos, Tommi Nieminen, Alessandro Raganato, Yves Scherrer, Raúl Vázquez, Sami Virpioja
2024 — conf
Isotropy, Clusters, and Classifiers.
ACL (Short Papers)
Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh
2024 J jnl
Isotropy, Clusters, and Classifiers.
CoRR
Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh
2024 — conf
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki.
EACL (Demonstrations)
Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona De Gibert Bonet, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
2024 J jnl
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki.
CoRR
Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
2023 — conf
Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation.
NoDaLiDa
Michele Boggia, Stig-Arne Grönroos, Niki Andreas Lopi, Timothee Mickus, Alessandro Raganato, Jörg Tiedemann, Raúl Vázquez
2022 J jnl
Democratizing Machine Translation with OPUS-MT.
CoRR
Jörg Tiedemann, Mikko Aulamo, Daria Bakshandaeva, Michele Boggia, Stig-Arne Grönroos, Tommi Nieminen, Alessandro Raganato, Yves Scherrer, Raúl Vázquez, Sami Virpioja
2022 C conf
Latest Development in the FoTran Project - Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components.
EAMT
Raúl Vázquez, Michele Boggia, Alessandro Raganato, Niki Andreas Lopi, Stig-Arne Grönroos, Jörg Tiedemann
2022 — conf
Silo NLP's Participation at WAT2022.
WAT@COLING
Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, Mika Koistinen
2022 J jnl
Silo NLP's Participation at WAT2022.
CoRR
Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, Mika Koistinen
2020 A conf
Finnish ASR with Deep Transformer Models.
INTERSPEECH
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2020 J jnl
Finnish Language Modeling with Deep Transformer Models.
CoRR
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2020 B conf
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning.
LREC
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2020 J jnl
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning.
CoRR
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2020 J jnl
Multimodal machine translation through visuals and speech.
Mach. Transl.
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
2020 — conf
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks.
WMT@EMNLP
Yves Scherrer, Stig-Arne Grönroos, Sami Virpioja
2020 J jnl
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation.
CoRR
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2020 J jnl
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation.
Mach. Transl.
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2019 J jnl
Multimodal Machine Translation through Visuals and Speech.
CoRR
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
2018 — conf
Cognate-aware morphological segmentation for multilingual neural translation.
WMT (shared task)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2018 J jnl
Cognate-aware morphological segmentation for multilingual neural translation.
CoRR
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2018 — conf
The MeMAD Submission to the IWSLT 2018 Speech Translation Task.
IWSLT
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2018 J jnl
The MeMAD Submission to the IWSLT 2018 Speech Translation Task.
CoRR
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
2018 — conf
The MeMAD Submission to the WMT18 Multimodal Translation Task.
WMT (shared task)
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez
2018 J jnl
The MeMAD Submission to the WMT18 Multimodal Translation Task.
CoRR
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez
2018 — conf
The WMT'18 Morpheval test suites for English-Czech, English-German, English-Finnish and Turkish-English.
WMT (shared task)
Franck Burlot, Yves Scherrer, Vinit Ravishankar, Ondrej Bojar, Stig-Arne Grönroos, Maarit Koponen, Tommi Nieminen, François Yvon
2017 — conf
Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis.
WMT
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2016 J jnl
A Comparative Study of Minimally Supervised Morphological Segmentation.
Comput. Linguistics
Teemu Ruokolainen, Oskar Kohonen, Kairit Sirts, Stig-Arne Grönroos, Mikko Kurimo, Sami Virpioja
2016 — conf
Hybrid Morphological Segmentation for Phrase-Based Machine Translation.
WMT
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2015 — conf
LeBLEU: N-gram-based Translation Evaluation Score for Morphologically Complex Languages.
WMT@EMNLP
Sami Virpioja, Stig-Arne Grönroos
2015 — conf
Tuning Phrase-Based Segmented Translation for a Morphologically Complex Target Language.
WMT@EMNLP
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
2014 A conf
Morfessor 2.0: Toolkit for statistical morphological segmentation.
EACL
Peter Smit, Sami Virpioja, Stig-Arne Grönroos, Mikko Kurimo
2014 B conf
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology.
COLING
Stig-Arne Grönroos, Sami Virpioja, Peter Smit, Mikko Kurimo