Found in Translation – Natural Language Understanding with Cross-Lingual Grounding

Publications

Conference proceedings (31)

MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning

Author(s): Aina Garí Soler, Marianna Apidianaki
Published in: Proceedings of the Fourteenth Workshop on Semantic Evaluation, Issue December 2020, 2020, Page(s) 158–165

Controlling the Imprint of Passivization and Negation in Contextualized Representations

Author(s): Hande Celikkanat, Sami Virpioja, Jörg Tiedemann, Marianna Apidianaki
Published in: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Page(s) 136-148
DOI: 10.18653/v1/2020.blackboxnlp-1.13

The University of Helsinki Submission to the IWSLT2020 Offline SpeechTranslation Task

Author(s): Raúl Vázquez, Mikko Aulamo, Umut Sulubacak, Jörg Tiedemann
Published in: Proceedings of the 17th International Conference on Spoken Language Translation, 2020, Page(s) 95-102
DOI: 10.18653/v1/2020.iwslt-1.10

Emerging Language Spaces Learned From Massively Multilingual Corpora. In Proceedings of the 3rd Conference on Digital Humanities in the Nordic Countries (DHN 2018), Helsinki, Finland

Author(s): Tiedemann, Jörg
Published in: Proceedings of the Digital Humanities in the Nordic Countries 3rd Conference (DHN 2018), 2018, Page(s) 188-197

An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation

Author(s): Alessandro Raganato, Raúl Vázquez, Mathias Creutz, Jörg Tiedemann
Published in: Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019), 2019, Page(s) 27-32
DOI: 10.18653/v1/w19-4304

The University of Helsinki Submissions to the WMT19 Similar Language Translation Task

Author(s): Yves Scherrer, Raúl Vázquez, Sami Virpioja
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Page(s) 236-244
DOI: 10.18653/v1/w19-5432

The University of Helsinki Submissions to the WMT19 News Translation Task

Author(s): Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, Jörg Tiedemann
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 412-423
DOI: 10.18653/v1/w19-5347

The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task

Author(s): Raúl Vázquez, Umut Sulubacak, Jörg Tiedemann
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Page(s) 294-300
DOI: 10.18653/v1/w19-5441

Multilingual NMT with a Language-Independent Attention Bridge

Author(s): Raúl Vázquez, Alessandro Raganato, Jörg Tiedemann, Mathias Creutz
Published in: Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019), 2019, Page(s) 33-39
DOI: 10.18653/v1/w19-4305

SUM-QE: a BERT-based Summary Quality Estimation Model

Author(s): Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 6004-6010
DOI: 10.18653/v1/d19-1618

An Analysis of Encoder Representations in Transformer-Based Machine Translation

Author(s): Alessandro Raganato, Jörg Tiedemann
Published in: Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2018, Page(s) 287-297
DOI: 10.18653/v1/w18-5431

The University of Helsinki submissions to the WMT18 news task

Author(s): Alessandro Raganato, Yves Scherrer, Tommi Nieminen, Arvi Hurskainen, Jörg Tiedemann
Published in: Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018, Page(s) 488-495
DOI: 10.18653/v1/w18-6425

The MuCoW test suite at WMT 2019: Automatically harvested multilingual contrastive word sense disambiguation test sets for machine translation.

Author(s): Alessandro Raganato, Yves Scherrer, Jörg Tiedemann
Published in: In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL): Student Research Workshop. 2019., 2019, Page(s) 470-480

Analysing concatenation approaches to document-level NMT in two different domains

Author(s): Yves Scherrer, Jörg Tiedemann, Sharid Loáiciga
Published in: Proceedings of the Fourth Workshop on Discourse in Machine Translation (DiscoMT 2019), 2019, Page(s) 51-61
DOI: 10.18653/v1/d19-6506

A Report on the Third

Author(s): Marcos Zampieri, Shervin Malmasi, Yves Scherrer, Tanja Samardžić, Francis Tyers, Miikka Silfverberg, Natalia Klyueva, Tung-Le Pan, Chu-Ren Huang, Radu Tudor Ionescu, Andrei M. Butnaru, Tommi Jauhiainen
Published in: Proceedings of the Sixth Workshop on, 2019, Page(s) 1-16
DOI: 10.18653/v1/w19-1401

Measuring Semantic Abstraction of Multilingual

Author(s): Jörg Tiedemann, Yves Scherrer
Published in: Proceedings of the 3rd Workshop on Evaluating Vector Space Representations for, 2019, Page(s) 35-42
DOI: 10.18653/v1/w19-2005

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

Author(s): Franck Burlot, Yves Scherrer, Vinit Ravishankar, Ondřej Bojar, Stig-Arne Grönroos, Maarit Koponen, Tommi Nieminen, François Yvon
Published in: Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018, Page(s) 546-560
DOI: 10.18653/v1/w18-6433

Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations

Author(s): Aarne Talman, Antti Suni, Hande Celikkanat, Sofoklis Kakouros, Jörg Tiedemann, Martti Vainio
Published in: 22nd Nordic Conference on Computational Linguistics (NoDaLiDa) : Proceedings of the Conference, 2019, Page(s) 281–290

A Computational Model for the Linguistic Notion of Morphological Paradigm

Author(s): Miikka Silfverberg, Ling Liu, Mans Hulden
Published in: Proceedings of the 27th International Conference on Computational Linguistics, 2018, Page(s) 1615-1626

Initial Experiments in Data-Driven Morphological Analysis for Finnish

Author(s): Miikka Silfverberg, Mans Hulden
Published in: Proceedings of the Fourth International Workshop on Computatinal Linguistics of Uralic Languages, 2018, Page(s) 100-107

Sub-label dependencies for neural morphological tagging--the joint submission of University of Colorado and University of Helsinki for VarDial 2018

Author(s): Miikka Silfverberg, Senka Drobac
Published in: Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018), 2018, Page(s) 37-45

The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

Author(s): Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Geraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, Sebastian Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden
Published in: Proceedings of the CoNLL SIGMORPHON 2018 Shared Task : Universal Morphological Reinflection, 2018, Page(s) 1-27

OpenSubtitles2018: Statistical Rescoring of Sentence Alignments in Large, Noisy Parallel Corpora

Author(s): Pierre Lison, Jörg Tiedemann, Milen Kouylekov
Published in: Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), 2018, Page(s) 1742-1748

The OPUS Resource Repository: An Open Package for Creating Parallel Corpora and Machine Translation Services

Author(s): Mikko Aulamo, Jörg Tiedemann
Published in: 22nd Nordic Conference on Computational Linguistics (NoDaLiDa) : Proceedings of the Conference, 2019

Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign

Author(s): Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Ahmed Ali, Suwon Shon, James Glass, Yves Scherrer, Tanja Samardžić, Nikola Ljubešić, Jörg Tiedemann, Chris van der Lee, Stefan Grondelaers, Nelleke Oostdijk, Dirk Speelman, Antal van den Bosch, Ritesh Kumar, Bornini Lahiri, Mayank Jain
Published in: Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, 2018, Page(s) 1-17

The University of Helsinki submissions to the IWSLT 2018 low-resource translation task

Author(s): Yves Scherrer
Published in: Proceedings of the 15th International Workshop on Spoken Language Translation, 2018, Page(s) 83-88

Ensembles of Neural Morphological Inflection Models

Author(s): Ilmari Kylliäinen, Miikka Silfverberg
Published in: Proceedings of the 22nd Nordic Conference on Computational Linguistics, 2019, Page(s) 304–309

Sound Analogies with Phoneme Embeddings

Author(s): Miikka P. Silfverberg, Lingshuang Mao, Mans Hulden
Published in: Proceedings of the Society for Computation in Linguistics (SCiL) 2018, 2018, Page(s) 136–144
DOI: 10.7275/r5nz85vd

Data-Driven Morphological Analysis for Uralic Languages

Author(s): Miikka Silfverberg, Francis Tyers
Published in: Proceedings of the Fifth International Workshop on Computational Linguistics for Uralic Languages, 2019, Page(s) 1-14
DOI: 10.18653/v1/w19-0301

Weird Inflects but OK: Making Sense of Morphological Generation Errors

Author(s): Kyle Gorman, Arya D. McCarthy, Ryan Cotterell, Ekaterina Vylomova, Miikka Silfverberg, Magdalena Markowska
Published in: Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), 2019, Page(s) 140-151
DOI: 10.18653/v1/k19-1014

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection

Author(s): Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin, Garrett Nicolai, Christo Kirov, Miikka Silfverberg, Sebastian J. Mielke, Jeffrey Heinz, Ryan Cotterell, Mans Hulden
Published in: Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology, 2019, Page(s) 229-244
DOI: 10.18653/v1/w19-4226

Peer reviewed articles (8)

A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation

Author(s): Raúl Vázquez, Alessandro Raganato, Mathias Creutz, Jörg Tiedemann
Published in: Computational Linguistics, Issue 46/2, 2020, Page(s) 387-424, ISSN 0891-2017
DOI: 10.1162/coli_a_00377

Are Multilingual Neural Machine Translation Models Better at Capturing Linguistic Features?

Author(s): David Mareček, Hande Celikkanat, Miikka Silfverberg, Vinit Ravishankar, Jörg Tiedemann
Published in: Prague Bulletin of Mathematical Linguistics, Issue 115/1, 2020, Page(s) 143-162, ISSN 1804-0462
DOI: 10.14712/00326585.009

What Do Language Representations Really Represent?

Author(s): Johannes Bjerva, Robert Östling, Maria Han Veiga, Jörg Tiedemann, Isabelle Augenstein
Published in: Computational Linguistics, Issue 45/2, 2019, Page(s) 381-389, ISSN 0891-2017
DOI: 10.1162/coli_a_00351

Neural morphosyntactic tagging for Rusyn

Author(s): Yves Scherrer, Achim Rabus
Published in: Natural Language Engineering, Issue 25/5, 2019, Page(s) 633-650, ISSN 1351-3249
DOI: 10.1017/s1351324919000287

Digitising Swiss German: how to process and study a polycentric spoken language

Author(s): Yves Scherrer, Tanja Samardžić, Elvira Glaser
Published in: Language Resources and Evaluation, Issue 53/4, 2019, Page(s) 735-769, ISSN 1574-020X
DOI: 10.1007/s10579-019-09457-5

Sentence Embeddings in NLI with Iterative Refinement Encoders

Author(s): Aarne Johannes Talman, Anssi Yli-Jyrä, Jörg Tiedemann
Published in: Natural Language Engineering, 2019, Page(s) 467-482, ISSN 1351-3249

A Finnish news corpus for named entity recognition

Author(s): Teemu Ruokolainen, Pekka Kauppinen, Miikka Silfverberg, Krister Lindén
Published in: Language Resources and Evaluation, Issue 54/1, 2020, Page(s) 247-272, ISSN 1574-020X
DOI: 10.1007/s10579-019-09471-7

Advances in subword-based HMM-DNN speech recognition across languages

Author(s): Peter Smit, Sami Virpioja, Mikko Kurimo
Published in: Computer Speech & Language, Issue 66, 2021, Page(s) 101158, ISSN 0885-2308
DOI: 10.1016/j.csl.2020.101158