Max Müller-Eberstein
15 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(12)
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Topic Evolution
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Research topics
Natural Language Processing
(12)
Machine Learning
(11)
Resources & Methods
(11)
Artificial Intelligence
(9)
Core AI
(8)
Optimization & Theory · Machine Learning
(6)
Deep Learning
(5)
Core Methods
(5)
Understanding
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Interdisciplinary
(2)
Learning Paradigms
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Keywords
dependency parsing
(5)
language model
(4)
model evaluation
(3)
large language model
(3)
transfer learning
(2)
natural language processing
(2)
zero-shot learning
(2)
contextualized embedding
(2)
cross-lingual transfer
(2)
genre classification
(2)
language model ranking
(2)
language model training
(1)
universal dependencies
(1)
syntactic parsing
(1)
weak supervision
(1)
model selection
(1)
concept representation
(1)
evaluation methodology
(1)
multilingual nlp
(1)
linguistic annotation
(1)
Papers
When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training
EACL 2026
DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers
NAACL 2025
DECAF: A Dynamically Extensible Corpus Analysis Framework
ACL 2025
PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs
ICLR 2025
Can Humans Identify Domains?
COLING 2024
Enough Is Enough! a Case Study on the Effect of Data Size for Evaluation Using Universal Dependencies
COLING 2024
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
EMNLP 2023
Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training
EMNLP 2023
Evidence > Intuition: Transferability Estimation for Encoder Selection
EMNLP 2022
Experimental Standards for Deep Learning in Natural Language Processing Research
EMNLP 2022
On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers
CoNLL 2022
Probing for Labeled Dependency Trees
ACL 2022
Sort by Structure: Language Model Ranking as Dependency Probing
NAACL 2022
Spectral Probing
EMNLP 2022
Genre as Weak Supervision for Cross-lingual Dependency Parsing
EMNLP 2021