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)
Talks
- Subspaces of Linguistic Variation
- EdinburghNLP Seminar Series, University of Edinburgh, 2023
- Quantifying Linguistic Variation
- Language Technology Lab Seminar Series, University of Cambridge, 2022
- Surfing Through Audio-Semantic Latent Space
- 29. Tagung der Computerlinguistik-Studierenden, Universität des Saarlandes, 2019
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
Industry
- Research Internships
- Apple (Machine Learning Research), Apple (Siri), Amazon (Alexa AI)
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.