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Anton Eklund

I am an industrial Ph.D. student working with document clustering and topic modeling.

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Affiliation
Affiliated as doctoral student at Department of Computing Science
Location
MIT-huset, Umeå universitet, MIT.C.418 Umeå universitet, 901 87 Umeå

I am an industrial Ph.D. student working at Aeterna Labs and associated with the Foundations of Language Processing group at Umeå University. My research interests revolve around document clustering and topic modeling. Topic modeling is a field within text mining where the objective is to find a set of topics that best describe an unsorted collection of documents and then assign the documents to these topics. Particularly, I look at topic modeling evaluation and human validation. I have also developed a tool called STELLAR which is made for the analysis and human evaluation of topic models.

The 2024 joint international conference on computational linguistics, language resources and evaluation (LREC-COLING 2024), Torino, Italy, May 20-25, 2024
Hatefi, Arezoo; Eklund, Anton; Forsman, Mona
Northern European Journal of Language Technology (NEJLT), Linköping University Electronic Press 2023, Vol. 9, (1)
Eklund, Anton; Forsman, Mona; Drewes, Frank
International conference. Recent advances in natural language processing 2023, large language models for natural language processing: proceedings
Devinney, Hannah; Eklund, Anton; Ryazanov, Igor; et al.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Student Research Workshop, Association for Computational Linguistics 2022 : 84-91
Eklund, Anton; Forsman, Mona; Drewes, Frank
The 2022 Conference on Empirical Methods in Natural Language Processing, Abu Dhabi, December 7-11, 2022
Eklund, Anton; Forsman, Mona
EMNLP 2022 Industry Track: Proceedings of the conference, Association for Computational Linguistics (ACL) 2022 : 645-653
Eklund, Anton; Forsman, Mona

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