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Project
Sabbatical Leave Project, 2018-2019
Two sub-projects are addressed: in stylometry, methodological issues are addressed, especially related to personality prediction from text: feature optimization, data acquisition and quality, model selection, and especially explanation of trained machine learning models. In machine learning for natural language, approaches are investigated on how to combine knowledge and reasoning with the currently predominant deep learning "black boxes".
Date:1 Oct 2018 → 30 Sep 2019
Keywords:NATURAL LANGUAGE PROCESSING, STYLOMETRY, NEURAL NETWORKS, MACHINE LEARNING OF LANGUAGE
Disciplines:Artificial intelligence, Cognitive science and intelligent systems, Linguistics, Theory and methodology of linguistics, Other languages and literary studies