Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling. - Timothee Mickus; Denis Paperno; Mathieu Constant (CoRR, 2019)

What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. - Timothee Mickus; Denis Paperno; Mathieu Constant; Kees van Deemter (CoRR, 2019)

What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language. - Timothee Mickus; Timothée Bernard; Denis Paperno (COLING, 2020)

Génération automatique de définitions pour le français (Definition Modeling in French). - Timothee Mickus; Mathieu Constant; Denis Paperno (JEP-TALN-RECITAL (2), 2020)

What Meaning-Form Correlation Has to Compose With. - Timothee Mickus; Timothée Bernard; Denis Paperno (CoRR, 2020)

A Game Interface to Study Semantic Grounding in Text-Based Models. - Timothee Mickus; Mathieu Constant; Denis Paperno (CoG, 2021)

Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. - Timothee Mickus; Kees van Deemter; Mathieu Constant; Denis Paperno (SemEval@NAACL, 2022)

Idiosyncratic frequency as a measure of derivation vs. inflection. - Maria Copot; Timothee Mickus; Olivier Bonami (J. Lang. Model., 2022)

How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. - Timothee Mickus; Denis Paperno; Mathieu Constant (Trans. Assoc. Comput. Linguistics, 2022)

On the Status of Word Embeddings as Implementations of the Distributional Hypothesis. (Du statut des plongements lexicaux en tant qu'implémentations de l'hypothése distributionnelle). - Timothee Mickus (2022)

So many design choices: Improving and interpreting neural agent communication in signaling games. - Timothée Bernard; Timothee Mickus (ACL (Findings), 2023)

Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings. - Timothee Mickus; Raúl Vázquez (BlackboxNLP@EMNLP, 2023)

Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding. - Timothee Mickus; Elaine Zosa; Denis Paperno (EMNLP (Findings), 2023)

Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation. - Michele Boggia; Stig-Arne Grönroos; Niki Andreas Lopi; Timothee Mickus; Alessandro Raganato; Jörg Tiedemann; Raúl Vázquez (NoDaLiDa, 2023)

Mann" is to "Donna asis to Reine Adapting the Analogy Task for Multilingual and Contextual Embeddings. - Timothee Mickus; Eduardo Calò; Léo Jacqmin; Denis Paperno; Mathieu Constant (*SEM@ACL, 2023)

"Definition Modeling: To model definitions." Generating Definitions With Little to No Semantics. - Vincent Segonne; Timothee Mickus (CoRR, 2023)

Isotropy, Clusters, and Classifiers. - Timothee Mickus; Stig-Arne Grönroos; Joseph Attieh (ACL (Short Papers), 2024)

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? - Aman Sinha 002; Timothee Mickus; Marianne Clausel; Mathieu Constant; Xavier Coubez (BioNLP@ACL, 2024)

Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? - Shaoxiong Ji; Timothee Mickus; Vincent Segonne; Jörg Tiedemann (LREC/COLING, 2024)

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. - Timothee Mickus; Stig-Arne Grönroos; Joseph Attieh; Michele Boggia; Ona de Gibert Bonet; Shaoxiong Ji; Niki Andreas Lopi; Alessandro Raganato; Raúl Vázquez; Jörg Tiedemann (EACL (Demonstrations), 2024)

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives. - Zihao Li; Shaoxiong Ji; Timothee Mickus; Vincent Segonne; Jörg Tiedemann (EMNLP, 2024)

SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. - Timothee Mickus; Elaine Zosa; Raúl Vázquez; Teemu Vahtola; Jörg Tiedemann; Vincent Segonne; Alessandro Raganato; Marianna Apidianaki (SemEval@NAACL, 2024)

The Emergence of High-Level Semantics in a Signaling Game. - Timothée Bernard; Timothee Mickus; Hiroya Takamura (*SEM@NAACL, 2024)

SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. - Timothee Mickus; Elaine Zosa; Raúl Vázquez; Teemu Vahtola; Jörg Tiedemann; Vincent Segonne; Alessandro Raganato; Marianna Apidianaki (CoRR, 2024)

I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures. - Timothee Mickus; Raúl Vázquez; Joseph Attieh (CoRR, 2024)

AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling. - Mariia Fedorova; Timothee Mickus; Niko Partanen; Janine Siewert; Elena Spaziani; Andrey Kutuzov (CoRR, 2024)

Two Stacks Are Better Than One: A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives. - Zihao Li; Shaoxiong Ji; Timothee Mickus; Vincent Segonne; Jörg Tiedemann (CoRR, 2024)

SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. - Timothee Mickus; Elaine Zosa; Raúl Vázquez; Teemu Vahtola; Jörg Tiedemann; Vincent Segonne; Alessandro Raganato; Marianna Apidianaki (Zenodo, 2024)

Your Model is Overconfident, and Other Lies We Tell Ourselves. - Timothee Mickus; Aman Sinha 002; Raúl Vázquez (ACL (1), 2025)

SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes. - Raúl Vázquez; Timothee Mickus; Elaine Zosa; Teemu Vahtola; Jörg Tiedemann; Aman Sinha 002; Vincent Segonne; Fernando Sánchez-Vega; Alessandro Raganato; Jindrich Libovický; Jussi Karlgren; Shaoxiong Ji; et al. (CoRR, 2025)

Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers. - Marek Kadlcík; Michal Stefánik; Timothee Mickus; Michal Spiegel; Josef Kuchar (CoRR, 2025)

Adapting Definition Modeling for New Languages: A Case Study on Belarusian. - Daniela Kazakouskaya; Timothee Mickus; Janine Siewert (CoRR, 2025)