2024
COLING
COLING 2024
What Does Perspectivism Mean? An Ethical and Methodological Countercriticism
Abstract
AbstractIn this paper, we address the epistemological and ethical break of perspectivism in NLP. First, we propose to consider data annotation from the point of view of the scientific management of annotation work - which is part of the automation process inherent in NLP, in order to ideologically situate the perspectivist paradigm. We then analyze some of the concepts of perspectivism (in particular, truth). Finally, based on this analysis, we formulate a set of proposals aimed at overcoming the observed limitations of corpus annotation in general and perspectivism in particular.
โ
The Questioner
๐
Interdisciplinary Bridge
โ Computer Science and Machine Learning
๐
Cross-Pollinator
โ Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio