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Staff photo Adam Dahlgren Lindström

Adam Dahlgren Lindström

PhD student working on multimodal machine learning with an interest in language grounding.

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Affiliation
Doctoral student at Department of Computing Science
Location
MIT-huset, Umeå universitet, MIT.D.418 Umeå universitet, 901 87 Umeå

My research interests revolve around the problem of combining multiple modalities, such as images and text, in machine learning from a language understanding point of view. During my Master thesis I studied knowledge graphs, something I recently started coming back to as a complement to deep learning approaches. Some of my research has focused on probing semantic language representations to better understand what concepts they capture.

Currently, I am dipping my toes in the neuro-symbolical models to draw from strengths in deep learning and more traditional learning methods. The utilization of knowledge graphs and logic inference is of special interest. The aim is to use this in a multimodal language grounding setting, further down the road.

Apart from the general interest in most areas of computing science, other interests include ethical AI, music, and vintage vehicles.

CEUR Workshop Proceedings
Dahlgren Lindström, Adam; Abraham, Savitha Sam
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL) 2021 : 9136-9142
Björklund, Johanna; Dahlgren Lindström, Adam; Drewes, Frank
Proceedings of the 28th International Conference on Computational Linguistics (COLING) : 730-744
Dahlgren Lindström, Adam; Björklund, Johanna; Bensch, Suna; et al.
Proceedings of the 1st Joint SLTU and CCURL Workshop (SLTU-CCURL 2020), France: 2020 : 298-305
Woldemariam, Yonas Demeke; Dahlgren, Adam

Research groups

I currently have no teaching duties as I focus on my research, but have been a teaching assistant and a lecturer on many of the courses at the department, most recently on AI and machine learning. Others include distributed systems, data communications, interaction and design, and programming courses.

I have tutored a couple of Master and Bachelor students in their thesis work, and am open for more such collaborations.