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(Multimodal) Commonsense Reasoning: Where are we and where could we go?

Ines Pisetta

This blog post aims to give a broad overview over the development of Commonsense Reasoning (CR) in the field of Natural Language Processing (NLP) and its multimodal intersection with Computer Vision (CV). What makes CR so important in the age of Deep Learning, how did the approaches to it and datasets for it change over time, what are the main challenges, how can other modalities than language contribute towards CR in Machine Learning and why is Commonsense Reasoning still a hot topic?