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FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics


Aug 19, 2020
Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo


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Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models


Jul 22, 2020
Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo


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Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search


May 28, 2020
Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo

* INTERSPEECH 2019 

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


Apr 08, 2020
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

* 26 pages, 12 tables, 7 figures. Submitted (Mar 2020) to the Machine Translation journal Special Issue on Machine Translation for Low-Resource Languages (Springer) 

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


Mar 06, 2020
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

* Accepted for publication in LREC 2020 

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The University of Helsinki submissions to the WMT19 news translation task


Jun 10, 2019
Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, Jörg Tiedemann

* To appear in WMT19 

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Cognate-aware morphological segmentation for multilingual neural translation


Aug 31, 2018
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

* To appear in WMT18 

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Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies


Sep 29, 2017
Seppo Enarvi, Peter Smit, Sami Virpioja, Mikko Kurimo

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 11, pp. 2085-2097, November 2017 

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