| 2026 | ACL | Fusion Training for Mathematical Generalization in Large Language Models. | Congfeng Cao, Pengyu Zhang, Jelke Bloem |
| 2026 | CoNLL | Examining Large Language Models' form-meaning mappings of information structure constructions in Mandarin Chinese. | Shihui Li, Xiaojuan Tan, Jelke Bloem |
| 2026 | LREC | Towards Dynamic Metaphor Identification: Evaluating GPT O-Series Models on Five Metaphoricity Cues in U.S. Trade Corpora. | Berkay Bas, Jelke Bloem, Xiaojuan Tan |
| 2026 | LREC | Multi-SimLex for Dutch: Benchmarking Embedding- and Prompt-Based Model Performance on Semantic Similarity. | Lizzy Brans, Jelke Bloem |
| 2026 | LREC | Graph-TempCZ: A Graph Representation of Software Mentions for Predicting Software Usage in Scientific Publications. | Congfeng Cao, Pengyu Zhang, Jelke Bloem |
| 2026 | LREC | Investigating How LLMs Propagate Female Stereotypes: Comparing What Models Say via Prompts with What They Represent in Their Embeddings. | Andrea Valderrey Nuez, Jelke Bloem |
| 2026 | LREC | Prompting Instruction-tuned LLMs for Semantic Similarity Values. | Xander Akiko Snelder, Yunchong Huang, Jelke Bloem |
| 2025 | EMNLP | Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline. | Maithe van Noort, Michal Korenar, Jelke Bloem |
| 2025 | IJCNLP | How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? | Congfeng Cao, Zhi Zhang, Jelke Bloem, Khalil Sima'an |
| 2025 | RANLP | A Linguistically-informed Comparison between Multilingual BERT and Language-specific BERT Models: The Case of Differential Object Marking in Romanian. | Maria Tepei, Jelke Bloem |
| 2024 | COLING | SimLex-999 for Dutch. | Lizzy Brans, Jelke Bloem |
| 2024 | COLING | Impact of Task Adapting on Transformer Models for Targeted Sentiment Analysis in Croatian Headlines. | Sofia Lee, Jelke Bloem |
| 2024 | COLING | Automatic Animacy Classification for Romanian Nouns. | Maria Tepei, Jelke Bloem |
| 2023 | ACL | Using Collostructional Analysis to evaluate BERT's representation of linguistic constructions. | Tim Veenboer, Jelke Bloem |
| 2021 | NAACL | Challenging distributional models with a conceptual network of philosophical terms. | Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou, Antske Fokkens |
| 2020 | COLING | Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused Domains. | Arianna Betti, Martin Reynaert, Thijs Ossenkoppele, Yvette Oortwijn, Andrew Salway, Jelke Bloem |
| 2019 | RANLP | Evaluating the Consistency of Word Embeddings from Small Data. | Jelke Bloem, Antske Fokkens, Aurlie Herbelot |
| 2014 | COLING | Applying automatically parsed corpora to the study of language variation. | Jelke Bloem, Arjen Versloot, Fred Weerman |