Explain and Conquer: Personalised Text-based Reviews to Achieve Transparency. (arXiv:2205.01759v1 [cs.LG])

Web: http://arxiv.org/abs/2205.01759

There are many contexts where dyadic data is present. Social networking is a
well-known example, where transparency has grown on importance. In these
contexts, pairs of items are linked building a network where interactions play
a crucial role. Explaining why these relationships are established is core to
address transparency. These explanations are often presented using text, thanks
to the spread of the natural language understanding tasks.

We have focused on the TripAdvisor platform, considering the applicability to
other dyadic data …

arxiv text transparency