Project C04: Metaphors as an explanation tool

Project C04 investigates metaphors as a specific means to make difficult phenomena interpretable. The innovative aspect is to regard both highlighting and hiding processes when metaphors are utilized in explanations. The project aims to understand how metaphors may either facilitate or impede understanding, and how this understanding can be applied in AI systems to construct metaphors. The project contributes to our understanding of explanation spaces and to the principles by which explanations are generated or tailored to the needs of an explainee by making choices in the explanation space, that is, by systematically highlighting and hiding aspects of the explanandum.

 

Research areas: Psychology, Computer science

Project leaders

Prof. Dr. Ingrid Scharlau

Transregional Collaborative Research Centre 318

More about the person

Prof. Dr. Henning Wachsmuth

Transregional Collaborative Research Centre 318

More about the person

Staff

Meghdut Sengupta

Transregional Collaborative Research Centre 318

More about the person

Annedore Wilmes, M.Th., M.A.

More about the person

Hilfskräfte

Philip Porwol, Paderborn University

Hannah Osthövener, Paderborn University

Publications

Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms
M. Sengupta, M. Alshomary, I. Scharlau, H. Wachsmuth, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 2023.
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning
M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), Association for Computational Linguistics, 2023.
Show all publications