Timothee Mickus

48 papers A* 2B 1C 1Journal 28Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	KD4MT: A Survey of Knowledge Distillation for Machine Translation. CoRR Ona de Gibert, Joseph Attieh, Timothee Mickus, Yves Scherrer, Jörg Tiedemann
2026	J	`jnl`	Life Cycle-Aware Evaluation of Knowledge Distillation for Machine Translation: Environmental Impact and Translation Quality Trade-offs. CoRR Joseph Attieh, Timothee Mickus, Anne-Laure Ligozat, Aurélie Névéol, Jörg Tiedemann
2025	J	`jnl`	Adapting Definition Modeling for New Languages: A Case Study on Belarusian. CoRR Daniela Kazakouskaya, Timothee Mickus, Janine Siewert
2025	—	`conf`	Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering. EMNLP (Findings) Michal Stefánik, Timothee Mickus, Michal Spiegel, Marek Kadlcík, Josef Kuchar
2025	J	`jnl`	Can Out-of-Distribution Evaluations Uncover Reliance on Shortcuts? A Case Study in Question Answering. CoRR Michal Stefánik, Timothee Mickus, Marek Kadlcík, Michal Spiegel, Josef Kuchar
2025	J	`jnl`	Confabulations from ACL Publications (CAP): A Dataset for Scientific Hallucination Detection. CoRR Federica Gamba, Aman Sinha, Timothee Mickus, Raúl Vázquez, Patanjali Bhamidipati, Claudio Savelli, Ahana Chattopadhyay, Laura A. Zanella, Yash Kankanampati, Binesh Arakkal Remesh, Aryan Chandramania, Rohit Agarwal, Chuyuan Li, Ioana Buhnila, Radhika Mamidi
2025	A*	`conf`	Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers. EMNLP Marek Kadlcík, Michal Stefánik, Timothee Mickus, Josef Kuchar, Michal Spiegel
2025	J	`jnl`	Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers. CoRR Marek Kadlcík, Michal Stefánik, Timothee Mickus, Michal Spiegel, Josef Kuchar
2025	J	`jnl`	SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes. CoRR Raúl Vázquez, Timothee Mickus, Elaine Zosa, Teemu Vahtola, Jörg Tiedemann, Aman Sinha, Vincent Segonne, Fernando Sánchez-Vega, Alessandro Raganato, Jindrich Libovický, Jussi Karlgren, Shaoxiong Ji, Jindrich Helcl, Liane Guillou, Ona de Gibert, Jaione Bengoetxea, Joseph Attieh, Marianna Apidianaki
2025	J	`jnl`	Unravelling the Mechanisms of Manipulating Numbers in Language Models. CoRR Michal Stefánik, Timothee Mickus, Marek Kadlcík, Bertram Højer, Michal Spiegel, Raúl Vázquez, Aman Sinha, Josef Kuchar, Philipp Mondorf
2025	—	`conf`	Your Model is Overconfident, and Other Lies We Tell Ourselves. ACL (1) Timothee Mickus, Aman Sinha, Raúl Vázquez
2025	J	`jnl`	Your Model is Overconfident, and Other Lies We Tell Ourselves. CoRR Timothee Mickus, Aman Sinha, Raúl Vázquez
2024	A*	`conf`	A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives. EMNLP Zihao Li, Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2024	J	`jnl`	AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling. CoRR Mariia Fedorova, Timothee Mickus, Niko Partanen, Janine Siewert, Elena Spaziani, Andrey Kutuzov
2024	—	`conf`	Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? LREC/COLING Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2024	J	`jnl`	Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? CoRR Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2024	—	`conf`	Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? BioNLP@ACL Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, Xavier Coubez
2024	J	`jnl`	Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? CoRR Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, Xavier Coubez
2024	J	`jnl`	I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures. CoRR Timothee Mickus, Raúl Vázquez, Joseph Attieh
2024	—	`conf`	Isotropy, Clusters, and Classifiers. ACL (Short Papers) Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh
2024	J	`jnl`	Isotropy, Clusters, and Classifiers. CoRR Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh
2024	—	`conf`	MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. EACL (Demonstrations) Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona De Gibert Bonet, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
2024	J	`jnl`	MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki. CoRR Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert, Shaoxiong Ji, Niki Andreas Lopi, Alessandro Raganato, Raúl Vázquez, Jörg Tiedemann
2024	J	`jnl`	SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. CoRR Timothee Mickus, Elaine Zosa, Raúl Vázquez, Teemu Vahtola, Jörg Tiedemann, Vincent Segonne, Alessandro Raganato, Marianna Apidianaki
2024	—	`conf`	SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes. SemEval@NAACL Timothee Mickus, Elaine Zosa, Raúl Vázquez, Teemu Vahtola, Jörg Tiedemann, Vincent Segonne, Alessandro Raganato, Marianna Apidianaki
2024	—	`conf`	The Emergence of High-Level Semantics in a Signaling Game. *SEM@NAACL Timothée Bernard, Timothee Mickus, Hiroya Takamura
2024	J	`jnl`	Two Stacks Are Better Than One: A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives. CoRR Zihao Li, Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann
2023	J	`jnl`	"Definition Modeling: To model definitions." Generating Definitions With Little to No Semantics. CoRR Vincent Segonne, Timothee Mickus
2023	—	`conf`	Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation. NoDaLiDa Michele Boggia, Stig-Arne Grönroos, Niki Andreas Lopi, Timothee Mickus, Alessandro Raganato, Jörg Tiedemann, Raúl Vázquez
2023	J	`jnl`	Grounded and Well-rounded: A Methodological Approach to the Study of Cross-modal and Cross-lingual Grounding. CoRR Timothee Mickus, Elaine Zosa, Denis Paperno
2023	—	`conf`	Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding. EMNLP (Findings) Timothee Mickus, Elaine Zosa, Denis Paperno
2023	—	`conf`	Mann" is to "Donna asis to Reine Adapting the Analogy Task for Multilingual and Contextual Embeddings. *SEM@ACL Timothee Mickus, Eduardo Calò, Léo Jacqmin, Denis Paperno, Mathieu Constant
2023	—	`conf`	So many design choices: Improving and interpreting neural agent communication in signaling games. ACL (Findings) Timothée Bernard, Timothee Mickus
2023	—	`conf`	Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings. BlackboxNLP@EMNLP Timothee Mickus, Raúl Vázquez
2023	J	`jnl`	Why bother with geometry? On the relevance of linear decompositions of Transformer embeddings. CoRR Timothee Mickus, Raúl Vázquez
2022	J	`jnl`	How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. CoRR Timothee Mickus, Denis Paperno, Mathieu Constant
2022	J	`jnl`	How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. Trans. Assoc. Comput. Linguistics Timothee Mickus, Denis Paperno, Mathieu Constant
2022	J	`jnl`	Idiosyncratic frequency as a measure of derivation vs. inflection. J. Lang. Model. Maria Copot, Timothee Mickus, Olivier Bonami
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	—	`conf`	Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. SemEval@NAACL Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno
2022	J	`jnl`	Semeval-2022 Task 1: CODWOE - Comparing Dictionaries and Word Embeddings. CoRR Timothee Mickus, Kees van Deemter, Mathieu Constant, Denis Paperno
2021	C	`conf`	A Game Interface to Study Semantic Grounding in Text-Based Models. CoG Timothee Mickus, Mathieu Constant, Denis Paperno
2021	J	`jnl`	A Game Interface to Study Semantic Grounding in Text-Based Models. CoRR Timothee Mickus, Mathieu Constant, Denis Paperno
2020	—	`conf`	Génération automatique de définitions pour le français (Definition Modeling in French). JEP-TALN-RECITAL (2) Timothee Mickus, Mathieu Constant, Denis Paperno
2020	J	`jnl`	What Meaning-Form Correlation Has to Compose With. CoRR Timothee Mickus, Timothée Bernard, Denis Paperno
2020	B	`conf`	What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language. COLING Timothee Mickus, Timothée Bernard, Denis Paperno
2019	J	`jnl`	Mark my Word: A Sequence-to-Sequence Approach to Definition Modeling. CoRR Timothee Mickus, Denis Paperno, Mathieu Constant
2019	J	`jnl`	What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. CoRR Timothee Mickus, Denis Paperno, Mathieu Constant, Kees van Deemter