A Method to Predict Semantic Relations on Artificial Intelligence Papers. (arXiv:2201.10518v1 [cs.SI])

Predicting the emergence of links in large evolving networks is a difficult
task with many practical applications. Recently, the Science4cast competition
has illustrated this challenge presenting a network of 64.000 AI concepts and
asking the participants to predict which topics are going to be researched
together in the future. In this paper, we present a solution to this problem
based on a new family of deep learning approaches, namely Graph Neural
Networks. The results of the challenge show that our …

artificial artificial intelligence arxiv intelligence relations semantic