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Teemu Ruokolainen

I'm a former doctoral student at Aalto University, Department of Signal Processing and Acoustics, working on statistical machine learning and natural language processing. You can check my academic CV here. These pages are no longer updated.

Affiliation:
Aalto University School of Electrical Engineering,
Department of Signal Processing and Acoustics,
PO Box 13000, FI-00076 Aalto, Finland
Office:
Room B-310 in Computer Science Building,
Konemiehentie 2, Otaniemi campus area, Espoo
Email:
firstname.lastname@aalto.fi

Selected Publications

Click on pdf for a copy of the article, software for implementations referred to in the article, and bibtex to get bibtex entry.

Teemu Ruokolainen, Contributions to Morphology Learning using Conditional Random Fields. Aalto University, Doctoral dissertations 67/2016. pdf

Miikka Silfverberg, Teemu Ruokolainen, Krister Linden. Mikko Kurimo, FinnPos: An Open-Source Morphological Tagging and Lemmatization Toolkit for Finnish. In Language Resources and Evaluation. pdf

Teemu Ruokolainen, Oskar Kohonen, Kairit Sirts, Stig-Arne Grönroos, Mikko Kurimo. Sami Virpioja, A Comparative Study of Minimally Supervised Morphological Segmentation. In Computational Linguistics. pdf bibtex

Srikrishna Raamadhurai, Oskar Kohonen, Teemu Ruokolainen. Creating Custom Taggers by Integrating Web Page Annotation and Machine Learning. In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014): System Demonstrations. pdf software bibtex

Miikka Silfverberg, Teemu Ruokolainen, Krister Linden. Mikko Kurimo, Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy. In Proceedings of Fifty-Second Annual Meeting of the Association for Computational Linguistics (ACL 2014). pdf bibtex

Teemu Ruokolainen, Oskar Kohonen, Sami Virpioja, and Mikko Kurimo. Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields. In Proceedings of Fourteenth Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014). pdf software bibtex

Teemu Ruokolainen, Miikka Silfverberg, Mikko Kurimo, Krister Linden. Accelerated Estimation of Conditional Random Fields using a Pseudo-Likelihood-inspired Perceptron Variant. In Proceedings of Fourteenth Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014). pdf bibtex

Teemu Ruokolainen, Oskar Kohonen, Sami Virpioja, and Mikko Kurimo. Supervised Morphological Segmentation in a Low-Level Learning Setting using Conditional Random Fields. In Proceedings of Seventeenth Conference on Computational Natural Language Learning (CoNLL 2013). pdf software bibtex