Need for Structure and the Emergence of Communication. - Tom Kouwenhoven; Roy De Kleijn; Stephan Raaijmakers; Tessa Verhoef (CogSci, 2022)

Emerging Grounded Shared Vocabularies Between Human and Machine, Inspired by Human Language Evolution. - Tom Kouwenhoven; Tessa Verhoef; Roy De Kleijn; Stephan Raaijmakers (Frontiers Artif. Intell., 2022)

Modeling Human Sequential Behavior with Deep Neural Networks in Emergent Communication. - Tom Kouwenhoven; Tessa Verhoef; Stephan Raaijmakers; Roy De Kleijn (CogSci, 2023)

Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests. - Max J. van Duijn; Bram van Dijk; Tom Kouwenhoven; Werner de Valk; Marco Spruit; Peter van der Putten (CoNLL, 2023)

Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding. - Bram van Dijk; Tom Kouwenhoven; Marco Spruit; Max Johannes van Duijn (EMNLP, 2023)

EduGym: An Environment Suite for Reinforcement Learning Education. - Thomas M. Moerland; Matthias Müller-Brockhausen; Zhao Yang 003; Andrius Bernatavicius; Koen Ponse; Tom Kouwenhoven; Andreas Sauter; Michiel van der Meer; Bram M. Renting; Aske Plaat (CoRR, 2023)

Is Temperature the Creativity Parameter of Large Language Models? - Max Peeperkorn; Tom Kouwenhoven; Dan Brown 001; Anna Jordanous (ICCC, 2024)

Memory-Augmented Generative Adversarial Transformers. - Stephan Raaijmakers; Roos M. Bakker; Anita H. M. Cremers; Roy De Kleijn; Tom Kouwenhoven; Tessa Verhoef (CoRR, 2024)

The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication. - Tom Kouwenhoven; Max Peeperkorn; Bram van Dijk; Tessa Verhoef (CoRR, 2024)

What does Kiki look like? Cross-modal associations between speech sounds and visual shapes in vision-and-language models. - Tessa Verhoef; Kiana Shahrasbi; Tom Kouwenhoven (CoRR, 2024)

Searching for Structure: Investigating Emergent Communication with Large Language Models. - Tom Kouwenhoven; Max Peeperkorn; Tessa Verhoef (COLING, 2025)

Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication. - Tom Kouwenhoven; Max Peeperkorn; Roy De Kleijn; Tessa Verhoef (CoRR, 2025)

Cross-modal Associations in Vision and Language Models: Revisiting the bouba-kiki effect. - Tom Kouwenhoven; Kiana Shahrasbi; Tessa Verhoef (CoRR, 2025)

Probing Vision-Language Understanding through the Visual Entailment Task: promises and pitfalls. - Elena Pitta; Tom Kouwenhoven; Tessa Verhoef (CoRR, 2025)

Mind the Gap: Conformative Decoding to Improve Output Diversity of Instruction-Tuned Large Language Models. - Max Peeperkorn; Tom Kouwenhoven; Dan Brown 001; Anna Jordanous (CoRR, 2025)