Research

Jul 2025
Vienna, Austria DECAF: A Dynamically Extensible Corpus Analysis Framework
Müller-Eberstein, van der Goot and Rogers (2025)

In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), pages 351–362. Association for Computational Linguistics.

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May 2025
Singapore PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs
van der Wal, Lesci, Müller-Eberstein, Saphra, Schoelkopf, Zuidema and Biderman (2025)

In The Thirteenth International Conference on Learning Representations (ICLR 2025). OpenReview.

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May 2025
Albuquerque, USA DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers
Müller-Eberstein⁼, Zhang⁼, Bassignana, Trolle and Goot (2025)

In Proceedings of the 3rd Workshop on Cross-Cultural Considerations in NLP (C3NLP 2025), pages 50–58. Association for Computational Linguistics.

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Mar 2025
Tallinn, Estonia SnakModel: Lessons Learned from Training an Open Danish Large Language Model
Zhang⁼, Müller-Eberstein⁼, Bassignana and van der Goot (2025)

In Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025). Association for Computational Linguistics (ACL).

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Jul 2024
Cambridge, USA Hypernetworks for Personalizing ASR to Atypical Speech
Müller-Eberstein⁼, Yee⁼, Yang, Mantena and Lea (2024)

In Transactions of the Association for Computational Linguistics (TACL). MIT Press.

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May 2024
Torino, Italia Can Humans Identify Domains?
Barrett⁼, Müller-Eberstein⁼, Bassignana⁼, Brogaard Pauli⁼, Zhang⁼ and van der Goot⁼ (2024)

In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 2745–2765. European Language Resources Association (ELRA) and International Committee on Computational Linguistics (ICCL).

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May 2024
Torino, Italia Enough Is Enough! a Case Study on the Effect of Data Size for Evaluation Using Universal Dependencies
van der Goot, Liu and Müller-Eberstein (2024)

In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 6167–6176. European Language Resources Association (ELRA) and International Committee on Computational Linguistics (ICCL).

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

In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 13190–13208. Association for Computational Linguistics (ACL).

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

In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 193–203. Association for Computational Linguistics (ACL).

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May 2023
Tórshavn, Faroe Islands DanTok: Domain Beats Language for Danish Social Media POS Tagging
Kirstein Hansen, Barrett, Müller-Eberstein, Damgaard, Eriksen and Goot (2023)

In Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), pages 271–279. University of Tartu Library.

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Dec 2022
Abu Dhabi, UAE Spectral Probing
Müller-Eberstein, van der Goot and Plank (2022c)

In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 7730–7741. Association for Computational Linguistics (ACL).

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Dec 2022
Abu Dhabi, UAE 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), pages 4218–4227. Association for Computational Linguistics (ACL).

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Dec 2022
Abu Dhabi, UAE 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 Association for Computational Linguistics: EMNLP 2022, pages 2673–2692. Association for Computational Linguistics (ACL).
Outstanding Paper Non-archival version at Machine Learning Evaluation Standards at ICLR 2022.

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Dec 2022
Abu Dhabi, UAE On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers
Samardžic, Gutierrez-Vasques, van der Goot, Müller-Eberstein, Pelloni and Plank (2022)

In Proceedings of the 26th Conference on Computational Natural Language Learning (CoNLL), pages 266–281. Association for Computational Linguistics (ACL).

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Jul 2022
Seattle, USA 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), pages 1296–1307. Association for Computational Linguistics (ACL).

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Jun 2022
Marseille, France 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), pages 1418–1427. European Language Resources Association (ELRA).

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May 2022
Dublin, Ireland 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 (Volume 1: Long Papers), pages 7711–7726. Association for Computational Linguistics (ACL).

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Dec 2021
Sofia, Bulgaria How Universal is Genre in Universal Dependencies?
Müller-Eberstein, van der Goot and Plank (2021b)

In Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021), pages 69–85. Association for Computational Linguistics (ACL).

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Nov 2021
Punta Cana, Dominican Republic Genre as Weak Supervision for Cross-lingual Dependency Parsing
Müller-Eberstein, van der Goot and Plank (2021a)

In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 4786–4802. Association for Computational Linguistics (ACL).

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Oct 2019
Seoul, Republic of Korea Translating Visual Art into Music
Müller-Eberstein and van Noord (2019)

In Workshop Proceedings of the IEEE/CVF International Conference on Computer Vision 2019 (ICCV). Institute of Electrical and Electronics Engineers (IEEE).
Best Poster Non-archival version at Eastern European Machine Learning Summer School 2020.

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