Timothee Mickus
22 papers · 2020–2026 · 7 venues · across top CS/AI venues
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machine translation
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definition modeling
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pre-trained language model
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multilingual model
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hallucination detection
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signaling games
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multilingual nlp
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multi-agent system
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number representation
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multilingual pretraining
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natural language generation
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semantic representation
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embedding space
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cross-lingual transfer
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Papers
Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care
ACL 2026
Adapting Definition Modeling for New Languages: A Case Study on Belarusian
ACL 2025
Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering
EMNLP 2025
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers
EMNLP 2025
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes
SemEval 2025
SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications
AACL 2025
Your Model is Overconfident, and Other Lies We Tell Ourselves
ACL 2025
A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives
EMNLP 2024
AXOLOTL’24 Shared Task on Multilingual Explainable Semantic Change Modeling
ACL 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?
COLING 2024
Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?
ACL 2024
I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures
NAACL 2024
Isotropy, Clusters, and Classifiers
ACL 2024
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki
EACL 2024
SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes
SemEval 2024
The Emergence of High-Level Semantics in a Signaling Game
NAACL 2024
Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding
EMNLP 2023
„Mann“ is to “Donna” as「国王」is to « Reine » Adapting the Analogy Task for Multilingual and Contextual Embeddings
ACL 2023
So many design choices: Improving and interpreting neural agent communication in signaling games
ACL 2023
Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings
EMNLP 2023
Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word Embeddings
SemEval 2022
What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language
COLING 2020