Unsupervised Discovery of Morphemes. - Mathias Creutz; Krista Lagus (SIGMORPHON, 2002)

Unsupervised Segmentation of Words Using Prior Distributions of Morph Length and Frequency. - Mathias Creutz (ACL, 2003)

On lexicon creation for turkish LVCSR. - Kadri Hacioglu; Bryan L. Pellom; Tolga Çiloglu; Özlem Öztürk; Mikko Kurimo; Mathias Creutz (INTERSPEECH, 2003)

Unlimited vocabulary speech recognition based on morphs discovered in an unsupervised manner. - Vesa Siivola; Teemu Hirsimäki; Mathias Creutz; Mikko Kurimo (INTERSPEECH, 2003)

Induction of a Simple Morphology for Highly-Inflecting Languages. - Mathias Creutz; Krista Lagus (SIGMORPHON@ACL, 2004)

Unsupervised Morphology Induction Using Morfessor. - Mathias Creutz; Krista Lagus; Sami Virpioja (FSMNLP, 2005)

Unsupervised segmentation of words into morphemes - morpho challenge 2005 application to automatic speech recognition. - Mikko Kurimo; Mathias Creutz; Matti Varjokallio; Ebru Arisoy; Murat Saraclar (INTERSPEECH, 2006)

Unlimited vocabulary speech recognition with morph language models applied to Finnish. - Teemu Hirsimäki; Mathias Creutz; Vesa Siivola; Mikko Kurimo; Sami Virpioja; Janne Pylkkönen (Comput. Speech Lang., 2006)

Overview of Morpho Challenge in CLEF 2007. - Mikko Kurimo; Mathias Creutz; Ville T. Turunen (CLEF (Working Notes), 2007)

Unsupervised Morpheme Analysis Evaluation by IR experiments - Morpho Challenge 2007. - Mikko Kurimo; Mathias Creutz; Ville T. Turunen (CLEF (Working Notes), 2007)

Morpho Challenge Evaluation Using a Linguistic Gold Standard. - Mikko Kurimo; Mathias Creutz; Matti Varjokallio (CLEF, 2007)

Unsupervised Morpheme Analysis Evaluation by a Comparison to a Linguistic Gold Standard - Morpho Challenge 2007. - Mikko Kurimo; Mathias Creutz; Matti Varjokallio (CLEF (Working Notes), 2007)

Morfessor and variKN machine learning tools for speech and language technology. - Vesa Siivola; Mathias Creutz; Mikko Kurimo (INTERSPEECH, 2007)

Morphology-aware statistical machine translation based on morphs induced in an unsupervised manner. - Sami Virpioja; Jaakko J. Väyrynen; Mathias Creutz; Markus Sadeniemi (MTSummit, 2007)

Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. - Mathias Creutz; Teemu Hirsimäki; Mikko Kurimo; Antti Puurula; Janne Pylkkönen; Vesa Siivola; Matti Varjokallio; Ebru Arisoy; Murat Saraclar; Andreas Stolcke (HLT-NAACL, 2007)

Morph-based speech recognition and modeling of out-of-vocabulary words across languages. - Mathias Creutz; Teemu Hirsimäki; Mikko Kurimo; Antti Puurula; Janne Pylkkönen; Vesa Siivola; Matti Varjokallio; Ebru Arisoy; Murat Saraclar; Andreas Stolcke (ACM Trans. Speech Lang. Process., 2007)

Unsupervised models for morpheme segmentation and morphology learning. - Mathias Creutz; Krista Lagus (ACM Trans. Speech Lang. Process., 2007)

Morpho Challenge Evaluation by Information Retrieval Experiments. - Mikko Kurimo; Mathias Creutz; Ville T. Turunen (CLEF, 2008)

Speech to speech machine translation: Biblical chatter from Finnish to English. - David Ellis; Mathias Creutz; Timo Honkela; Mikko Kurimo (IJCNLP, 2008)

Web Augmentation of Language Models for Continuous Speech Recognition of SMS Text Messages. - Mathias Creutz; Sami Virpioja; Anna Kovaleva (EACL, 2009)

Paraphrase Detection on Noisy Subtitles in Six Languages. - Eetu Sjöblom; Mathias Creutz; Mikko Aulamo (NUT@EMNLP, 2018)

Open Subtitles Paraphrase Corpus for Six Languages. - Mathias Creutz (LREC, 2018)

Annotation of subtitle paraphrases using a new web tool. - Mikko Aulamo; Mathias Creutz; Eetu Sjöblom (DHN, 2019)

An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation. - Alessandro Raganato; Raúl Vázquez; Mathias Creutz; Jörg Tiedemann (RepL4NLP@ACL, 2019)

Multilingual NMT with a Language-Independent Attention Bridge. - Raúl Vázquez; Alessandro Raganato; Jörg Tiedemann; Mathias Creutz (RepL4NLP@ACL, 2019)

Paraphrase Generation and Evaluation on Colloquial-Style Sentences. - Eetu Sjöblom; Mathias Creutz; Yves Scherrer (LREC, 2020)

A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation. - Raúl Vázquez; Alessandro Raganato; Mathias Creutz; Jörg Tiedemann (Comput. Linguistics, 2020)

On the differences between BERT and MT encoder spaces and how to address them in translation tasks. - Raúl Vázquez; Hande Çelikkanat; Mathias Creutz; Jörg Tiedemann (ACL (student), 2021)

Coping with Noisy Training Data Labels in Paraphrase Detection. - Teemu Vahtola; Mathias Creutz; Eetu Sjöblom; Sami Itkonen (W-NUT, 2021)

An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation. - Alessandro Raganato; Raúl Vázquez; Mathias Creutz; Jörg Tiedemann (EMNLP (1), 2021)

Grammatical Error Generation Based on Translated Fragments. - Eetu Sjöblom; Mathias Creutz; Teemu Vahtola (NoDaLiDa, 2021)

It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark. - Teemu Vahtola; Mathias Creutz; Jörg Tiedemann (BlackboxNLP@EMNLP, 2022)

A Closer Look at Parameter Contributions When Training Neural Language and Translation Models. - Raúl Vázquez; Hande Çelikkanat; Vinit Ravishankar; Mathias Creutz; Jörg Tiedemann (COLING, 2022)

Modeling Noise in Paraphrase Detection. - Teemu Vahtola; Eetu Sjöblom; Jörg Tiedemann; Mathias Creutz (LREC, 2022)

Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection. - Sami Itkonen; Jörg Tiedemann; Mathias Creutz (SemEval@NAACL, 2022)

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. - Sebastian Gehrmann; Abhik Bhattacharjee; Abinaya Mahendiran; Alex Wang; Alexandros Papangelis; Aman Madaan; Angelina McMillan-Major; Anna Shvets; Ashish Upadhyay; Bingsheng Yao; Bryan Wilie; Chandra Bhagavatula; et al. (CoRR, 2022)

Evaluating Morphological Generalisation in Machine Translation by Distribution-Based Compositionality Assessment. - Anssi Moisio; Mathias Creutz; Mikko Kurimo (NoDaLiDa, 2023)

Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens. - Teemu Vahtola; Mathias Creutz; Jörg Tiedemann (*SEM@ACL, 2023)

On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation. - Anssi Moisio; Mathias Creutz; Mikko Kurimo (CoRR, 2023)

LLMs' morphological analyses of complex FST-generated Finnish words. - Anssi Moisio; Mathias Creutz; Mikko Kurimo (CoRR, 2024)

Analyzing the Effect of Linguistic Instructions on Paraphrase Generation. - Teemu Vahtola; Songbo Hu; Mathias Creutz; Ivan Vulic; Anna Korhonen; Jörg Tiedemann (NoDaLiDa/Baltic-HLT, 2025)

Semantic search as extractive paraphrase span detection. - Jenna Kanerva; Hanna Kitti; Li-Hsin Chang; Teemu Vahtola; Mathias Creutz; Filip Ginter (Lang. Resour. Evaluation, 2025)