| August 2024 | A. Sinha, T. Mickus, M. Clausel, M. Constant & X. Coubez. | Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? | BioNLP | [paper] |
| August 2024 | M. Fedorova, T. Mickus, N. Partanen, J. Siewert, E. Spaziani & A. Kutuzov | Axolotl'24 Shared Task on Multilingual Explainable Semantic Change Modeling | LChange'24 | [paper] |
| August 2024 | T. Mickus, S.-A. Grönroos & J. Attieh | Isotropy, Clustering, and Classifiers | ACL | [paper] |
| June 2024 | T. Mickus & M. Copot | Stranger than Paradigm: Word Embedding Benchmarks Don't Align With Morphology | SCiL | [paper] |
| June 2024 | T. Mickus | Language Models and the Paradigmatic Axis | SCiL | [paper] |
| June 2024 | T. Bernard, T. Mickus & H. Takamura | The Emergence of High-Level Semantics in a Signaling Game | *SEM | [paper] |
| June 2024 | T. Mickus, R. Vázquez & J. Attieh | I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures | Insights from negative results in NLP | [paper] |
| June 2024 | T. Mickus, E. Zosa, R. Vázquez, T. Vahtola, J. Tiedemann, V. Segonne, A. Raganato & M. Apidianaki | Semeval-2024 Task 6: SHROOM — A Shared-task on Hallucinations and Related Observable Overgeneration Mistakes | SemEval | [paper] |
| May 2024 | S. Ji, T. Mickus, V. Segonne & J. Tiedemann | Can machine translation bridge multilingual pretraining and cross-lingual transfer learning? | LREC-CoLing | [paper] |
| March 2024 | T. Mickus, S.-A. Grönroos (equal contribution), J. Attieh, M. Boggia, O. De Gibert, S. Ji, N. Loppi, A. Raganato, R. Vázquez & J. Tiedemann | Mammoth 🦣 Massively Multilingual Modular Open Translation @ Helsinki | EACL (demo) | [paper], [code] |
| December 2023 | T. Mickus & R. Vázquez | Why bother with geometry? On the relevance of linear decompositions of Transformer embeddings | BlackBoxNLP | [paper], [code] |
| December 2023 | T. Mickus, E. Zosa & D. Paperno | Grounded and Well-rounded: A Methodological Approach to the Study of Cross-modal and Cross-lingual Grounding | Findings of the ACL: EMNLP 2023 | [paper], [code] |
| July 2023 | T. Mickus, E. Calò, L. Jacqmin, D. Paperno & M. Constant | „Mann“ is to “Donna” as「国王」is to « Reine »: Adapting the Analogy Task for Multilingual and Contextual Embeddings | *SEM | [paper], [code & data] |
| July 2023 | T. Bernard & T. Mickus | So many design choices: Improving and interpreting neural agent communication in signaling games | Findings of the ACL: ACL 2023 | [paper] |
| June 2023 | V. Segonne & T. Mickus | "Definition Modeling: To model definitions." Generating Definitions With Little to No Semantics. | IWCS | [paper] |
| May 2023 | M. Boggia, S.-A. Grönroos, N. A. Loppi, T. Mickus, A. Raganato, J. Tiedemann & R. Vázquez | Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation | NoDaLiDa | [paper] |
| Dec. 2022 | M. Copot, T. Mickus & O. Bonami | Idiosyncratic Frequency as a Measure of Derivation vs Inflection | JLM | [paper] |
| Sep. 2022 | T. Mickus, D. Paperno & M. Constant | How to Dissect a Muppet: The Structure of Transformer Embedding Spaces | TACL | [paper], [code] |
| Jul. 2022 | T. Mickus, K. van Deemter, M. Constant & D. Paperno | Semeval-2022 Task 1: CODWOE -- Comparing Dictionaries and Word Embeddings | SemEval | [paper], [code], [data] |
| Dec. 2021 | T. Mickus, D. Paperno & M. Constant | About Neural Networks and Writing Definitions | Dictionaries, Journal of the DSNA | [paper] |
| Aug. 2021 | T. Mickus, M. Constant & D. Paperno | A Game Interface to Study Semantic Grounding in Text-Based Models | IEEE CoG | [paper] |
| Dec. 2020 | T. Mickus, T. Bernard & D. Paperno | What Meaning-Form Correlation Has to Compose With | COLING | [paper], [code] |
| Jun. 2020 | T. Mickus, M. Constant & D. Paperno | Génération Automatique de Définitions pour le Français | TALN | [paper] |
| Jan. 2020 | T. Mickus, D. Paperno, M. Constant & K. van Deemter | What do you Mean, BERT? Assessing BERT as a Distributional Semantics Model | SCiL | [paper] |
| Sep. 2019 | T. Mickus, D. Paperno & M. Constant | Mark my Word: A Sequence-to-sequence Approach to Definition Modeling | DL4NLP @ NoDaLiDa | [paper], [code] |
| Jan. 2019 | T. Mickus, O. Bonami & D. Paperno | Distributional Effects of Gender Contrasts Across Categories | SCiL | [paper] |