2 code implementations • 12 May 2021 • Caleb Belth, Sarah Payne, Deniz Beser, Jordan Kodner, Charles Yang
As children acquire the knowledge of their language's morphology, they invariably discover the productive processes that can generalize to new words.
1 code implementation • 15 Feb 2021 • Caleb Belth, Alican Büyükçakır, Danai Koutra
Thus, link prediction methods, which often rely on proximity-preserving embeddings or heuristic notions of node similarity, face a vast search space, with many pairs that are in close proximity, but that should not be linked.
1 code implementation • 27 Jun 2020 • Caleb Belth, Xinyi Zheng, Danai Koutra
Frequent pattern mining is a key area of study that gives insights into the structure and dynamics of evolving networks, such as social or road networks.
1 code implementation • 23 Mar 2020 • Caleb Belth, Xinyi Zheng, Jilles Vreeken, Danai Koutra
We apply our rules to three large KGs (NELL, DBpedia, and Yago), and tasks such as compression, various types of error detection, and identification of incomplete information.