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I am Salomé Do, a PhD student working at LATTICE (Ecole Normale Supérieure) and médialab (Sciences Po). I’m working at the crossroads between Natural Language Processing, Mass Media and Political Communication.
The aim of my dissertation is to explore and assess computational methods for news framing analysis . More specifically, I investigate how supervised machine learning can help automate some parts of content analysis methods , and the requirements needed for SML to work. For instance, SML can automate the coding of simple lexical indicators, but up to which level of linguistic abstractness can we push the algorithms? How much manual coding do we really need for SML algorithms to be able to learn to automate