Lea Frermann

Research Associate, ILCC, University of Edinburgh

About

I am a research associate at the Institute of Language, Logic and Cognition (ILCC), University of Edinburgh, working with Mirella Lapata and Shay Cohen.

I use machine learning methods and computational models to gain a deeper understanding of the structure and dynamics of meaning representations both in language and in humans. I develop Bayesian models of how children learn categories and their structured featural representations in a joint and incremental process. I am also interested in the dynamics of meaning in natural language. I have developed models of word meaning change over centuries. Most recently I have used deep learning methods to model the structure and development of plots in books and films.


Contact

Informatics Forum, Room 3.38
10 Crichton Street
Edinburgh EH89AB

l.frermann [at] ed [dot] ac [dot] uk

Mini Bio

2017 - now Research associate at ILCC, Univseristy of Edinburgh (collaborators Mirella Lapata and Shay Cohen)
2013 - 2017 PhD at ILCC, University of Edinburgh (supervisors Mirella Lapata and Charles Sutton)
2016 Machine Learning Internship with Amazon Berlin (3 months)
2010 - 2013 MSc in Language Science and Technology from Saarland University (supervisors Ivan Titov and Manfred Pinkal)
2012 Erasmus Mundus Research exchange to NTU Singapore. Research project with Francis Bond.
2007-2010 BA in Linguistics, University of Bremen, Germany..


Publications

Journal paper

Conference paper

Non-published Workshop Contributions

Theses



Invited Talks and Presentations



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