CresOWLve: Benchmarking Creative Problem-Solving Over Real-World Knowledge. Mete Ismayilzada, Renqing Cuomao, Daniil Yurshevich, Anna Sotnikova, Lonneke van der Plas, Antoine Bosselut (2026). ICML Human-AI Co-Creativity Workshop.
Large Language Models Align with the Human Brain during Creative Thinking. Mete Ismayilzada, Simone A. Luchini, Abdulkadir Gokce, Badr AlKhamissi, Antoine Bosselut, Antonio Laverghetta Jr., Lonneke van der Plas, Roger E. Beaty (2026). .
Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement. Diego Rossini, Lonneke van der Plas (2026). Findings of the Association for Computational Linguistics: EACL 2026.
From 124 Million Tokens to 1,021 Neologisms: A Large-Scale Pipeline for Automatic Neologism Detection. Diego Rossini, Lonneke van der Plas (2026). Proceedings of the NeoLLM Workshop at LREC 2026.
Skill Extraction from Resumes and Job Offers across Six Languages. Laura Vásquez-Rodríguez, Bertrand Audrin, Samuel Michel, Samuele Galli, Julneth Rogenhofer, Jacopo Negro Cusa, Lonneke van der Plas (2026). Proceedings of the 11th Edition of the Swiss Text Analytics Conference (SwissText).
Modelling Analogies and Analogical Reasoning: Connecting Cognitive Science Theory and NLP Research. Molly R. Petersen, Claire E. Stevenson, Lonneke van der Plas (2026). Transactions of the Association for Computational Linguistics (TACL).
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims. Michiel Van Der Meer, Pavel Korshunov, Sébastien Marcel, Lonneke van der Plas (2025). Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL).
Creative Preference Optimization. Mete Ismayilzada, Antonio Laverghetta Jr., Simone A. Luchini, Reet Patel, Antoine Bosselut, Lonneke van der Plas, Roger E. Beaty (2025). Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) - Findings.
Evaluating Creative Short Story Generation in Humans and Large Language Models. Mete Ismayilzada, Claire Stevenson, Lonneke van der Plas (2025). Proceedings of the International Conference on Computational Creativity (ICCC).
Evaluating Morphological Compositional Generalization in Large Language Models. Mete Ismayilzada, Defne Circi, Jonne Sälevä, Hale Sirin, Abdullatif Köksal, Bhuwan Dhingra, Antoine Bosselut, Duygu Ataman, Lonneke van der Plas (2025). Proceedings of the Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL).
Decoding the interactions and functions of non-coding RNA with artificial intelligence. Vincent Jung, Cédric Vincent-Cuaz, Charlotte Tumescheit, Lisa Fournier, Marousa Darsinou, Zhi Ming Xu, Ali Saadat, Yiran Wang, Petros Tsantoulis, Olivier Michielin (2025). Nature Reviews Molecular Cell Biology.
Soft Skills in the Wild: Challenges in Multilingual Classification. Laura Vásquez-Rodríguez, Bertrand Audrin, Samuel Michel, Samuele Galli, Julneth Rogenhofer, Jacopo Negro Cusa, Lonneke van der Plas (2025). Proceedings of the 10th Edition of the Swiss Text Analytics Conference (SwissText).
Creativity in AI: Progresses and Challenges. Mete Ismayilzada, Debjit Paul, Antoine Bosselut, Lonneke van der Plas (2024). .
Understanding the effects of language-specific class imbalance in multilingual fine-tuning. Vincent Jung, Lonneke van der Plas (2024). Findings of the Association for Computational Linguistics - EACL 2024.
Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance. Molly Petersen, Lonneke van der Plas (2023). Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP).