Sampo Pyysalo profile picture
Sampo
Pyysalo
Associate Professor, Data-analytiikka

Areas of expertise

natural language processing
machine learning
scientific text mining

Biography

I am a researcher in the TurkuNLP group (https://turkunlp.org/) and Associate Professor at the Department of Computing, University of Turku. My research focuses on machine learning for natural language processing, with particular application domains including scientific text mining and Finnish language technology.

After defending my PhD thesis in computer science at the University of Turku, I held researcher positions at the University of Tokyo, University of Manchester and University of Cambridge before returning to the University of Turku as an Associate Professor in 2019.

Teaching

My current teaching focuses on the natural language processing study module shared between the departments of Languages and Computing, with courses ranging from introductory to a course on deep learning for natural language processing.

Research

The primary focus of my research is on natural language processing using machine learning approaches, with recent emphasis on deep learning methods. I have been working on scientific text mining as an application area for nearly 20 years, with specific focus on the English biomedical literature, and have in recent years also addressed a variety of tasks in the processing of Finnish text as well as multi- and cross-lingual applications. My work covers the full range of natural language processing development from initial task design to the development of practical applications and organizing community challenges, including also running manual annotation efforts and developing annotation tools and machine learning methods for various natural language processing tasks.

Publications

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Towards better structured and less noisy Web data: Oscar with Register annotations (2022)

International Conference on Computational Linguistics, International Conference on Computational Linguistics
Laippala Veronika, Salmela Anna, Rönnqvist Samuel, Aji Alham Fikri, Chang Li-Hsin, Dhifallah Asma, Goulart Larissa, Kortelainen Henna, Pàmies Marc, Prina Dutra Deise, Skantsi Valtteri, Sutawika Lingtang, Pyysalo Sampo
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Fine-grained Named Entity Annotation for Finnish (2021)

Nordic Conference on Computational Linguistics, Linköping Electronic Conference Proceedings
Luoma Jouni, Chang Li-Hsin, Ginter Filip, Pyysalo Sampo
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))