Thomas Helbling is an Advisor in the IMF’s Research Department. Opinions expressed in articles and other materials are those of the authors; they do not necessarily reflect IMF policy.

Abstract: Negative sampling is an essential part in knowledge graph embedding, which offers significant advantages to numerous downstream related tasks. There are two kinds of important negatives: ...

A Senate inquiry into the government’s controversial new law changing the capital gains tax (CGT) discount and negative gearing kicked off on May 28. Public consultations for Senate inquiries ...

This Conceptual Analysis traces who pays for environmental footprints, focusing on the current US economic system and environmental regulatory regime. With some important exceptions, carbon, water, ...

Abstract: While generating better negative samples for contrastive learning has been widely studied in the areas of CV and NLP, very few work has focused on graph-structured data. Recently, Mixup has ...

Job seekers struggle to distinguish between job offers that appear the same but differ in difficult-to-observe aspects. Legal scholars and worker advocates express concern that some employers stretch ...

The lifelong Labor voter — who was nevertheless outspoken against the Victorian government during Covid — has stunned fans with a series of videos going scorched earth on Prime Minister Anthony ...