Mathias Creutz

2.7k total citations
40 papers, 1.4k citations indexed

About

Mathias Creutz is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Mathias Creutz has authored 40 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Artificial Intelligence, 3 papers in Computer Vision and Pattern Recognition and 2 papers in Signal Processing. Recurrent topics in Mathias Creutz's work include Natural Language Processing Techniques (38 papers), Topic Modeling (33 papers) and Speech and dialogue systems (15 papers). Mathias Creutz is often cited by papers focused on Natural Language Processing Techniques (38 papers), Topic Modeling (33 papers) and Speech and dialogue systems (15 papers). Mathias Creutz collaborates with scholars based in Finland, United States and Mongolia. Mathias Creutz's co-authors include Krista Lagus, Mikko Kurimo, Vesa Siivola, Teemu Hirsimäki, Sámi Virpioja, Janne Pylkkönen, Murat Saraçlar, Ebru Arısoy, Andreas Stolcke and Antti Puurula and has published in prestigious journals such as SHILAP Revista de lepidopterología, Computational Linguistics and Computer Speech & Language.

In The Last Decade

Mathias Creutz

35 papers receiving 1.1k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mathias Creutz Finland 15 1.3k 113 112 46 42 40 1.4k
Sámi Virpioja Finland 18 911 0.7× 99 0.9× 94 0.8× 24 0.5× 28 0.7× 63 974
Grzegorz Chrupała Netherlands 13 544 0.4× 149 1.3× 45 0.4× 20 0.4× 80 1.9× 46 646
Mans Hulden United States 12 682 0.5× 102 0.9× 38 0.3× 40 0.9× 14 0.3× 69 746
Laurent Besacier France 15 523 0.4× 148 1.3× 178 1.6× 11 0.2× 34 0.8× 73 665
Patrick Schone United States 11 531 0.4× 36 0.3× 60 0.5× 10 0.2× 57 1.4× 21 573
Benjamin Snyder United States 13 790 0.6× 48 0.4× 17 0.2× 15 0.3× 87 2.1× 26 835
Reinhard Rapp Germany 12 833 0.6× 62 0.5× 12 0.1× 17 0.4× 79 1.9× 45 898
Bernd Bohnet Germany 17 1.3k 1.0× 109 1.0× 17 0.2× 10 0.2× 107 2.5× 64 1.3k
I. Dan Melamed United States 17 1.1k 0.8× 77 0.7× 18 0.2× 15 0.3× 79 1.9× 34 1.1k
Jakub Zavrel Netherlands 12 752 0.6× 49 0.4× 30 0.3× 6 0.1× 78 1.9× 35 802

Countries citing papers authored by Mathias Creutz

Since Specialization
Citations

This map shows the geographic impact of Mathias Creutz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mathias Creutz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mathias Creutz more than expected).

Fields of papers citing papers by Mathias Creutz

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mathias Creutz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mathias Creutz. The network helps show where Mathias Creutz may publish in the future.

Co-authorship network of co-authors of Mathias Creutz

This figure shows the co-authorship network connecting the top 25 collaborators of Mathias Creutz. A scholar is included among the top collaborators of Mathias Creutz based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mathias Creutz. Mathias Creutz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
2.
Creutz, Mathias, et al.. (2024). LLMs’ morphological analyses of complex FST-generated Finnish words. Aaltodoc (Aalto University). 242–254. 1 indexed citations
3.
4.
Tiedemann, Jörg, et al.. (2022). Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection. 122–134. 1 indexed citations
5.
Raganato, Alessandro, et al.. (2021). An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 4 indexed citations
6.
Raganato, Alessandro, et al.. (2020). A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation. Computational Linguistics. 46(2). 387–424. 8 indexed citations
7.
Creutz, Mathias, et al.. (2019). Annotation of subtitle paraphrases using a new web tool. SHILAP Revista de lepidopterología. 2(1). 33–48. 1 indexed citations
8.
Creutz, Mathias, et al.. (2019). Toward automatic improvement of language produced by non-native language learners. Työväentutkimus Vuosikirja. 20–30.
9.
Ellis, David A., Mathias Creutz, Timo Honkela, & Mikko Kurimo. (2008). Speech to speech machine translation: Biblical chatter from Finnish to English. International Joint Conference on Natural Language Processing. 123–130. 1 indexed citations
10.
Creutz, Mathias, Teemu Hirsimäki, Mikko Kurimo, et al.. (2007). Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. North American Chapter of the Association for Computational Linguistics. 380–387. 13 indexed citations
11.
Kurimo, Mikko, Mathias Creutz, & Ville Turunen. (2007). Overview of Morpho Challenge in CLEF 2007. CLEF (Working Notes). 13 indexed citations
12.
Creutz, Mathias, Teemu Hirsimäki, Mikko Kurimo, et al.. (2007). Morph-based speech recognition and modeling of out-of-vocabulary words across languages. 5(1). 1–29. 92 indexed citations
13.
Creutz, Mathias & Krista Lagus. (2007). Unsupervised models for morpheme segmentation and morphology learning. 4(1). 3–es. 43 indexed citations
14.
Kurimo, Mikko, Mathias Creutz, & Krista Lagus. (2006). Proceedings of the PASCAL Challenge Workshop on Unsupervised segmentation of words into morphemes. 11 indexed citations
15.
Kurimo, Mikko, et al.. (2006). Unsupervised segmentation of words into morphemes - morpho challenge 2005 application to automatic speech recognition. paper 1512–Tue2A2O.1. 13 indexed citations
16.
Creutz, Mathias, Krista Lagus, Krister Lindén, & Sámi Virpioja. (2005). Morfessor and Hutmegs : Unsupervised Morpheme Segmentation for Highly-Inflecting and Compounding Languages. Työväentutkimus Vuosikirja. 16 indexed citations
17.
Hirsimäki, Teemu, Mathias Creutz, Vesa Siivola, et al.. (2005). Unlimited vocabulary speech recognition with morph language models applied to Finnish. Computer Speech & Language. 20(4). 515–541. 96 indexed citations
18.
Creutz, Mathias & Krista Lagus. (2005). INDUCING THE MORPHOLOGICAL LEXICON OF A NATURAL LANGUAGE FROM UNANNOTATED TEXT. 112 indexed citations
19.
Lagus, Krista, Mathias Creutz, & Sámi Virpioja. (2005). LATENT LINGUISTIC CODES FOR MORPHEMES USING INDEPENDENT COMPONENT ANALYSIS. 139–144. 2 indexed citations
20.
Hacıoğlu, Kadri, et al.. (2003). Word Splitting for Turkish LVCSR. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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