Research
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DanTok: Domain Beats Language for Danish Social Media POS Tagging
Kirstein Hansen, Barrett, Müller-Eberstein, Damgaard, Eriksen and van der Goot (2023) - In Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)
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Spectral Probing
Müller-Eberstein, van der Goot and Plank (2022c) - In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Evidence > Intuition: Transferability Estimation for Encoder Selection
Bassignana=, Müller-Eberstein=, Zhang= and Plank (2022) - In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
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On Language Spaces, Scales and Cross-lingual Transfer of UD Parsers
Samardzic, Gutierrez-Vasques, van der Goot, Müller-Eberstein, Pelloni and Plank (2022) - In Proceedings of the 26th Conference on Computational Natural Language Learning (CoNLL)
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Experimental Standards for Deep Learning in Natural Language Processing Research
Ulmer, Bassignana, Müller-Eberstein, Varab, Zhang, van der Goot, Hardmeier and Plank (2022) -
In Findings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Non-archival version at Machine Learning Evaluation Standards at ICLR 2022 Outstanding Paper Award -
Sort by Structure: Language Model Ranking as Dependency Probing
Müller-Eberstein, van der Goot and Plank (2022b) - In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)
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Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings
van der Goot, Müller-Eberstein and Plank (2022) - In Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022)
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Probing for Labeled Dependency Trees
Müller-Eberstein, van der Goot and Plank (2022a) - In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), 2022
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How Universal is Genre in Universal Dependencies?
Müller-Eberstein, van der Goot and Plank (2021) - In Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021)
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Genre as Weak Supervision for Cross-lingual Dependency Parsing
Müller-Eberstein, van der Goot and Plank (2021) - In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
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Translating Visual Works of Art into Music
Müller-Eberstein and van Noord (2019) -
In Workshop Proceedings of IEEE International Conference on Computer Vision (ICCV), 2019
Eastern European Machine Learning Summer School (EEML), 2020 Best Poster Award
Teaching
- Introduction to NLP and Deep Learning
- Lecturer and Senior Teaching Assistant, IT University of Copenhagen, 2021–2023
- Vertiefung der mathematischen und linguistischen Grundlagen der Computerlinguistik
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Advanced Mathematical and Linguistic Foundations of Computational Linguistics
Guest Lecturer, LMU Munich, 2022 - Communicating State-of-the-art NLP Research to a Broader Audience
- Co-organizer, IT University of Copenhagen, 2021
- Introduction to Computational Linguistics
- Teaching Assistant, Heidelberg University, 2016 & 2017
- Advanced Programming: Java
- Teaching Assistant, Heidelberg University, 2016
- Mathematical Foundations
- Teaching Assistant, Heidelberg University, 2015
Supervision
- Musical Impressions and Album Art: Investigating the Patterns
- MSc Software Design Thesis Project (2022)
- Pylophonic: Multi-instrument Music Generation with Transformer-XL
- BSc Data Science Thesis Project (2021)
Community
- Reviewer
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The 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023
EACL Student Research Workshop (EACL-SRW), 2023
The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Widening Natural Language Processing Workshop (WiNLP), 2022
NAACL Student Research Workshop (NAAL-SRW), 2022
The SIGNLL Conference on Computational Natural Language Learning (CoNLL), 2021 Outstanding Reviewer Award - Conference Chair
- 26. Tagung der Computerlinguistik-Studierenden, 2016
Design
CIS LMU
branding
MaiNLP Lab
branding
NLPnorth
branding and web design
nagomi
branding and web design
tacos 26
branding and web design
Rosa-Parks-Schule
web design
vizazi international
web design
A large variety of additional personal and research related projects are curated on the full bio and the projects page.