Search Results for author: Caleb Belth

Found 4 papers, 4 papers with code

The Greedy and Recursive Search for Morphological Productivity

2 code implementations12 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.

A Hidden Challenge of Link Prediction: Which Pairs to Check?

1 code implementation15 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.

Link Prediction Representation Learning

Mining Persistent Activity in Continually Evolving Networks

1 code implementation27 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.

What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization

1 code implementation23 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.

Knowledge Graphs Question Answering

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