Timothee Mickus

25 papers · 2020–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (47) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🤝 Dynamic Duo (10) ⚡ Prolific Year (10) 💎 Century Club (24) ❓ The Questioner (4) 📈 Trend Setter 🗃️ Keyword Collector (105)

Conferences

ACL (8) EMNLP (5) NAACL (4) SEMEVAL (3) COLING (2) AACL (1) EACL (1) IJCNLP (1)

Top co-authors

Raúl Vázquez (10) Jörg Tiedemann (7) Aman Sinha (6) Vincent Segonne (6) Elaine Zosa (5) Shaoxiong Ji (5) Joseph Attieh (5) Denis Paperno (5) Alessandro Raganato (5) Marianna Apidianaki (4)

Keywords

hallucination detection (6) machine translation (6) multilingual nlp (3) binary classification (3) multilingual model (3) semantic representation (3) definition modeling (3) pretrained language model (3) instruction-tuned model (2) neural agent (2) signaling games (2) multilingual pretraining (2) paraphrase generation (2) embedding space (2) natural language generation (2) cross-lingual transfer (2) representation learning (2) text generation (2) word embedding (2) multi-agent system (2)

Papers

Adapting Definition Modeling for New Languages: A Case Study on Belarusian ACL 2025

SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes ACL 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

Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025

Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025

SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications IJCNLP 2025

SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SEMEVAL 2025

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? ACL 2024

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives EMNLP 2024

Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024

SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024

The Emergence of High-Level Semantics in a Signaling Game NAACL 2024

SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SEMEVAL 2024

AXOLOTL’24 Shared Task on Multilingual Explainable Semantic Change Modeling ACL 2024

I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures NAACL 2024

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki EACL 2024

Isotropy, Clusters, and Classifiers ACL 2024

Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings EMNLP 2023

„Mann“ is to “Donna” as「国王」is to « Reine » Adapting the Analogy Task for Multilingual and Contextual Embeddings ACL 2023

Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding EMNLP 2023

So many design choices: Improving and interpreting neural agent communication in signaling games ACL 2023

Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word Embeddings SEMEVAL 2022

Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word Embeddings NAACL 2022

What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language COLING 2020