Stig-Arne Grönroos

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Machine Translation

Language Modeling

Morphological Segmentation

Minimally Supervised

Top Venues

WMT (shared task)

Publications

Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. CoRR (2024)
Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh
Isotropy, Clusters, and Classifiers. CoRR (2024)
Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert Bonet, Shaoxiong Ji, Niki A. Loppi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. EACL (Demonstrations) (2024)
Jörg Tiedemann, Mikko Aulamo, Daria Bakshandaeva, Michele Boggia, Stig-Arne Grönroos, Tommi Nieminen, Alessandro Raganato, Yves Scherrer, Raúl Vázquez, Sami Virpioja
Democratizing neural machine translation with OPUS-MT. Lang. Resour. Evaluation 58 (2) (2024)
Michele Boggia, Stig-Arne Grönroos, Niki A. Loppi, Timothee Mickus, Alessandro Raganato, Jörg Tiedemann, Raúl Vázquez
Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation. NoDaLiDa (2023)
Raúl Vázquez, Michele Boggia, Alessandro Raganato, Niki A Loppi, Stig-Arne Grönroos, Jörg Tiedemann
Latest Development in the FoTran Project - Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components. EAMT (2022)
Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, Mika Koistinen
Silo NLP's Participation at WAT2022. WAT@COLING (2022)
Shantipriya Parida, Subhadarshi Panda, Stig-Arne Grönroos, Mark Granroth-Wilding, Mika Koistinen
Silo NLP's Participation at WAT2022. CoRR (2022)
Jörg Tiedemann, Mikko Aulamo, Daria Bakshandaeva, Michele Boggia, Stig-Arne Grönroos, Tommi Nieminen, Alessandro Raganato, Yves Scherrer, Raúl Vázquez, Sami Virpioja
Democratizing Machine Translation with OPUS-MT. CoRR (2022)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. CoRR (2020)
Yves Scherrer, Stig-Arne Grönroos, Sami Virpioja
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks. WMT@EMNLP (2020)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation. CoRR (2020)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. LREC (2020)
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
Finnish Language Modeling with Deep Transformer Models. CoRR (2020)
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
Multimodal machine translation through visuals and speech. Mach. Transl. 34 (2-3) (2020)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation. Mach. Transl. 34 (4) (2020)
Abhilash Jain, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
Finnish ASR with Deep Transformer Models. INTERSPEECH (2020)
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann
Multimodal Machine Translation through Visuals and Speech. CoRR (2019)
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
The MeMAD Submission to the IWSLT 2018 Speech Translation Task. IWSLT (2018)
Franck Burlot, Yves Scherrer, Vinit Ravishankar, Ondrej Bojar, Stig-Arne Grönroos, Maarit Koponen, Tommi Nieminen, François Yvon
The WMT'18 Morpheval test suites for English-Czech, English-German, English-Finnish and Turkish-English. WMT (shared task) (2018)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Cognate-aware morphological segmentation for multilingual neural translation. WMT (shared task) (2018)
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez
The MeMAD Submission to the WMT18 Multimodal Translation Task. WMT (shared task) (2018)
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez
The MeMAD Submission to the WMT18 Multimodal Translation Task. CoRR (2018)
Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo
The MeMAD Submission to the IWSLT 2018 Speech Translation Task. CoRR (2018)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Cognate-aware morphological segmentation for multilingual neural translation. CoRR (2018)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis. WMT (2017)
Teemu Ruokolainen, Oskar Kohonen, Kairit Sirts, Stig-Arne Grönroos, Mikko Kurimo, Sami Virpioja
A Comparative Study of Minimally Supervised Morphological Segmentation. Comput. Linguistics 42 (1) (2016)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Hybrid Morphological Segmentation for Phrase-Based Machine Translation. WMT (2016)
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
Tuning Phrase-Based Segmented Translation for a Morphologically Complex Target Language. WMT@EMNLP (2015)
Sami Virpioja, Stig-Arne Grönroos
LeBLEU: N-gram-based Translation Evaluation Score for Morphologically Complex Languages. WMT@EMNLP (2015)
Stig-Arne Grönroos, Sami Virpioja, Peter Smit, Mikko Kurimo
Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology. COLING (2014)
Peter Smit, Sami Virpioja, Stig-Arne Grönroos, Mikko Kurimo
Morfessor 2.0: Toolkit for statistical morphological segmentation. EACL (2014)