Leo Wanner

Leo Wanner

Barcelona Supercomputing Center - Centro Nacional de Supercomputación

Humanities

Leo Wanner earned his Diploma in Computer Science from the University of Karlsruhe and his PhD in Computational Linguistics from the University of The Saarland, Germany. Prior to joining ICREA he held positions at the German National Centre for Computer Science (GMD), University of Waterloo, University of Stuttgart and Pompeu Fabra University, Barcelona. As visiting researcher, he was affiliated with U of Montreal, U of Sydney, U of Southern California's Institute for Information Sciences, U Paris 7, Columbia University, and U of Augsburg. Throughout his career, Leo has been involved as Principal Investigator in numerous national and European research projects. He has published 10 volumes and more than 250 peer reviewed papers. He is Associate Editor of the Computational Intelligence and Frontiers in AI, Language and Computation journals and serves as regular reviewer for a number of high profile conferences and journals in the field.

Research interests

Leo Wanner is working in the field of computational linguistics, teaching the computer to understand spoken and written natural language material, to supply human users with useful information and to interact with them. His research areas include computational lexicology and lexicography, and there, first of all, in the automatic recognition, representation and use of lexical idiosyncrasies (so-called “collocations”) by both native speakers and learners of a language. He is furthermore interested in human-computer interaction (in particular, the design and realization of conversational agents that reveal social and cultural competence), automatic written and spoken language generation, automatic summarization of written material, data-driven parsing, information extraction, and, more recently, abusive language analysis, author profiling and the information structure-prosody interface. An important characteristics of his research is that it is multilingual.

Selected publications

– López-Solà I, Wanner L & López-Ferrero C 2025, ‘Deconstructing the Library of Babel: Analysis of linguistic complexity in Spanish graded readers and literary works‘, Applied linguistics.
– Táboas-García A, Przybyła P & Wanner L 2025, ‘Exploring morphology-aware tokenization: A case study on Spanish language modeling’. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Suzhou, China, 2025. pages 30505–30518.
– Kavas H, Serra-Vidal M & Wanner L 2025, ‘Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs’. In Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK), Abu Dhabi.

Selected research activities

In 2025, Leo acted as PI in three large scale European research projects. In November, he started his ERC AdG project on construction principles of lexical collocations. Furthermore, Leo served as General Chair of the International Conference on Computational Linguistics, as Area Chair of the Rolling Review Service of the Association for Computational Linguistics, and as Program Committee member of several top conferences in the areas of Computational Linguistics (ACL, EMNLP, EACL) and Artificial Intelligence (IJCAI, ECAI).