work

Research

Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training
Müller-Eberstein, van der Goot, Plank, Titov (2023)

To appear in Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)

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Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
Litschko⁼, Müller-Eberstein⁼, van der Goot, Weber, Plank (2023)

To appear in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)

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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

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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

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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

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

What Even Is a Domain?

Språkteknologi Seminar, Uppsala University, 2023

What We Share — A Language Model's Perspective

Multi* Workshop on Linguistic Variation, IT University of Copenhagen, 2023

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

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

Multi* Workshop on Linguistic Variation, 2023
26. Tagung der Computerlinguistik-Studierenden, 2016

Industry

Research Internships

Apple (Machine Learning Research), Apple (Siri), Amazon (Alexa AI)

Design