Published work on neural parsing as early as 2008; pioneering contributions to tree-shaped neural networks (including TreeLSTM) and masked language modelling; introduced Diagnostic Classification (a.k.a. probing) in 2016; research on the integration of formal logic and deep learning; Representational Stability Analysis; attention rollout.
Research Experience
Associate professor at the Institute for Logic, Language and Computation, University of Amsterdam; directs the Cognition, Language and Computation lab; supervises several PhD and MSc students; teaches in the interdisciplinary master’s programs Artificial Intelligence and Brain & Cognitive Sciences, and coordinates the Cognitive Science track in the MBCS.
Background
Associate professor in Natural Language Processing, Explainable AI and Cognitive Modelling. Research interests include computational modelling of language processing and the biological basis of language.
Miscellany
Worked in the Behavioural Biology group at Leiden University (2007-2008), the Language Evolution and Computation Research Unit and the Institute of Cell, Animal and Population Biology at the University of Edinburgh (2002-2004), the Artificial Intelligence Lab of the Vrije Universiteit Brussel (2000-2002), and the Sony Computer Science Laboratory – Paris (2000).