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Lukas Galke Poech
Assistant Professor, Department of Mathematics and Computer Science, University of Southern Denmark - SDU
Joined
September 2018
Names
Lukas Galke Poech
(Preferred)
,
Lukas Paul Achatius Galke
,
Lukas Galke
Emails
****@informatik.uni-kiel.de
(Confirmed)
,
****@lpag.de
(Confirmed)
,
****@mpi.nl
(Confirmed)
,
****@imada.sdu.dk
(Confirmed)
,
****@lpag.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
ACL Anthology
Career & Education History
Assistant Professor
Department of Mathematics and Computer Science,
University of Southern Denmark - SDU
(sdu.dk)
2024
–
Present
Postdoc
Max Planck Institute for Psycholinguistics
(mpi.nl)
2022
–
2024
PhD student
Kiel University
(informatik.uni-kiel.de)
2017
–
2022
PhD researcher
ZBW---Leibniz Information Centre for Economics
(zbw.eu)
2017
–
2021
Advisors, Relations & Conflicts
Group Leader
Limor Raviv
2022
–
2023
PhD Advisor
Ansgar Scherp
2017
–
2022
Expertise
Machine Learning
Present
Natural Language Processing
Present
Representation Learning
Present
Large Language Models
Present
AI Safety
Present
LLM Efficiency
Present
Interpretability
2022
–
Present
Out-of-distribution detection
2021
–
Present
Continual Learning
2020
–
Present
Graph Representation Learning
2020
–
Present
Efficient Methods for NLP
2019
–
Present
Recommender Systems
2018
–
Present
Information Retrieval
2017
–
Present
Text classification
2015
–
Present
Multi-label text classification
2015
–
Present
Publications
Machine Ecology and Interpretability-Informed Control
Lukas Galke Poech
AITC 2026 Talk
Readers:
Everyone
The Energy Society: A Simulation Environment for Studying Agent Cooperation under Survival Pressure
Lucas Bergholdt Hansen
,
Federico Torrielli
,
Filippo Tonini
,
Lukas Galke Poech
AITC 2026 Poster
Readers:
Everyone
The Arbiter Agent: Continually Monitoring Multi-Agent Conversations to Detect Emergent Misalignment
Filippo Tonini
,
Federico Torrielli
,
Anton Danholt Lautrup
,
Peter Schneider-Kamp
,
Mustafa Mert Çelikok
,
Lukas Galke Poech
AITC 2026 Talk
Readers:
Everyone
SommBench: Assessing Sommelier Expertise of Language Models
William Brach
,
Tomas Bedej
,
Jacob Nielsen
,
Jacob Pichna
,
Juraj Bedej
,
Eemeli Saarensilta
,
Julie Dupouy
,
Gianluca Barmina
,
Andrea Blasi Núñez
,
Peter Schneider-Kamp
,
Kristián Kostál
,
Michal Ries
,
Lukas Galke Poech
CoRR 2026
Readers:
Everyone
FlexMoRE: A Flexible Mixture of Rank-heterogeneous Experts for Efficient Federatedly-trained Large Language Models
Annemette Brok Pirchert
,
Jacob Nielsen
,
Mogens Henrik From
,
Lukas Galke Poech
,
Peter Schneider-Kamp
CoRR 2026
Readers:
Everyone
MLDataForge: Accelerating Large-Scale Dataset Preprocessing and Access for Multimodal Foundation Model Training
Andrea Blasi Núñez
,
Lukas Galke
,
Peter Schneider-Kamp
Proceedings of the 15th International Conference on Recent Advances in Natural Language
Readers:
Everyone
SDUs DAISY: A Benchmark for Danish Culture
Jacob Nielsen
,
Stine Lyngsø Beltoft
,
Peter Schneider-Kamp
,
Lukas Galke Poech
CoRR 2026
Readers:
Everyone
DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes
Mogens Henrik From
,
Jacob Nielsen
,
Lukas Galke
,
Peter Schneider-Kamp
AAAI 2026
Readers:
Everyone
Training Language Models to Use Prolog as a Tool
Niklas Mellgren
,
Peter Schneider-Kamp
,
Lukas Galke Poech
CoRR 2025
Readers:
Everyone
DaLA: Danish Linguistic Acceptability Evaluation Guided by Real World Errors
Gianluca Barmina
,
Nathalie Carmen Hau Norman
,
Peter Schneider-Kamp
,
Lukas Galke Poech
CoRR 2025
Readers:
Everyone
View all 102 publications
Co-Authors
Abdelhalim Dahou
Ahmed Saleh
Alan Schelten
Andor Diera
Andrea Blasi Núñez
Andreas Dengel
Angelina Sonderecker
Anne Lauscher
Annemette Brok Pirchert
Annette Klein
Ansgar Scherp
Anton Danholt Lautrup
Balázs Szabó
Bao Xin Lin
Benedikt Franke
Bhakti Khera
Carsten Schultz
Christoph Meyer
Danial Namazifard
David Schüler
Dennis Brunsch
Desmond Elliott
Eemeli Saarensilta
Eva Seidlmayer
Fabian Karl
View all 98 co-authors