Tessa Verhoef
Assistant professor
- Name
- Dr. T. Verhoef
- Telephone
- +31 71 527 7903
- t.verhoef@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-1219-3730
Tessa Verhoef is Assistant Professor at the Leiden Institute of Advanced Computer Science (LIACS). She leads the Emergent Communication Group and co-founded the Creative Intelligence Lab (CIL). Her research is highly interdisciplinary and lies at the intersection of language, cognition, cultural evolution and computation. Besides this, she is a member of the interdisciplinary research programme Society, Artificial Intelligence and Life Sciences (SAILS).
More information about Tessa Verhoef
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Tessa Verhoef studies how linguistic structure evolves using experiments with human participants and computer models. The central question in most of her work is how cognitive biases interact with cultural evolution mechanisms (i.e., interaction between individuals and transmission across generations) to shape the structures we see in human languages. With her team, she develops novel methods to study emerging communication systems in the lab as well as with computational agents. Most AI language models are trained through exposure to large amounts of data. However, human language evolved in a much more dynamic setting. Using our knowledge of human language evolution, her aim is to improve the human likeness of neural-agent language simulations.
Besides developing and running studies in the lab, she designs live exhibits to bring scientific questions, experiments and lectures to museums and festivals (for instance at Lowlands Science and Science Center Nemo). In addition, Tessa actively collaborates with researchers of various other faculties within Leiden University (Social and Behavioral Sciences, Humanities, Law) and other universities (University of Groningen, UC San Diego, UC Merced).
Before joining Leiden University, Tessa was a postdoc at the University of California, San Diego, where she conducted her NWO Rubicon research at the Center for Research in Language (CRL) and became a Frontiers of Innovation Scholars Program (FISP) fellow at the departments of Communication and Electrical and Computer Engineering. She has a BSc and MSc in Artificial Intelligence, and obtained her PhD in Language Evolution at the University of Amsterdam.
Assistant professor
- Science
- Leiden Inst of Advanced Computer Science
- Kouwenhoven T., Verhoef T., Raaijmakers S.A. & Kleijn R.E. de (2023), Modeling human sequential behavior with deep neural networks in emergent communication. Goldwater M., Anggoro F.K., Hayes B.K. & Ong D.C. (Eds.), Proceedings of the 45th annual conference of the cognitive science society. 45th Annual Conference of the Cognitive Science Society 26 July 2023 - 29 July 2023. Proceedings of the Annual Meeting of the Cognitive Science Society no. 45: Cognitive Science Society. 1747-1754.
- Lian Y, Bisazza A. & Verhoef T. (2023), Communication drives the emergence of language universals in neural agents: evidence from the word-order/case-marking trade-off, Transactions of the Association for Computational Linguistics 11: 1033-1047.
- Verhoef T. & Fosch Villaronga E. (2023), Towards affective computing that works for everyone, Towards affective computing that works for everyone: 2023 11th international conference on Affective Computing and Intelligent Interaction (ACII). 11th International Conference on Affective Computing and Intelligent Interaction 10 September 2023 - 13 September 2023. Cambridge, MA: IEEE. 1-8.
- Kouwenhoven T., Verhoef T., De Kleijn R.E. & Raaijmakers S.A. (2022), Emerging grounded shared vocabularies between human and machine, inspired by human language evolution, Frontiers in Artificial Intelligence 5: 886349.
- Kouwenhoven T., Kleijn R.E. de, Raaijmakers S.A. & Verhoef T. (2022), Need for structure and the emergence of communication. Culbertson J., Perfors A., Rabagliati H. & Ramenzoni V. (Eds.). 44th Proceedings of the Annual Meeting of the Cognitive Science Society 27 July 2022 - 30 July 2022 no. 44: eScholarship Publishing. 549-555.
- Fosch-Villaronga E., Drukarch H., Khanna P., Verhoef T. & Custers B.H.M. (2022), Accounting for diversity in AI for medicine, Computer Law and Security Review 47: 105735.
- Kouwenhoven T., Towns R.J. & Verhoef T. (2022), Modelling the emergence of vocal grooming. Ravignani A., Asano R., Valente D., Ferreti F., Hartmann S., Hayashi M., Jadoul Y., Martins M., Oseki Y., Rodrigues E.D., Vasileva O. & Wacewicz S. (Eds.), Proceedings of the joint conference on language evolution (JCoLE). Joint Conference on Language Evolution (JCoLE) 5 September 2022 - 5 September 2022. Joint Conference on Language Evolution. Nijmegen: Max Planck Institute for Psycholinguistics. 434-436.
- Verhoef T. & Ravignani A. (2021), Melodic universals emerge or are sustained through cultural evolution, Frontiers in Psychology 12: 668300.
- Barbouch M., Verberne S. & Verhoef T. (2021), WN-BERT: integrating WordNet and BERT for lexical semantics in natural language understanding, Language and Computers: Studies in Digital Linguistics 11: 105-124.
- Towns R.J., Gómez-Maureira M.A., Sommer K., Duijn M.J. van & Verhoef T. (2020), The evolution of spatial devices in gestural storytelling. Ravignani A., Barbieri C., Jadoul Y., Lattenkamp E., Martins M., Flaherty M., Mudd K., Little H. & Verhoef T. (Eds.), The Evolution of Language: Proceedings of the 13th International Conference (Evolang13) . 13th International Conference on the Evolution of Language (EvoLang13) 14 April 2020 - 17 April 2020. Nijmegen, The Netherlands: The Evolution of Language Conferences. 454-456.
- Sophie Rust, Verhoef T. & Duijn M.J. van (2018), Transmission tales: the influence of “digital botox” (smoothened facial expressions) on story transmission in a Chinese‐whisper experiment. .
- Delgado T., Verhoef T., Walker E. & Coulson S. (2017), Neural Measures of Sensitivity to the Acquisition of Space-Time Mappings in an Artificial Semiotic System. Ninth Annual Meeting of the Society for the Neurobiology Language, Baltimore, Maryland. 8 November 2017 - 10 November 2017. [conference poster].