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cs.CL2023
KG-FRUS: a Novel Graph-based Dataset of 127 Years of US Diplomatic Relations
Gökberk Özsoy, Luis Salamanca, Matthew Connelly +2
In the current paper, we present the KG-FRUS dataset, comprised of more than 300,000 US government diplomatic documents encoded in a Knowledge Graph (KG). We leverage the data of t…
cs.CL2021
Regularizing Transformers With Deep Probabilistic Layers
Aurora Cobo Aguilera, Pablo Martínez Olmos, Antonio Artés-Rodríguez +1
Language models (LM) have grown with non-stop in the last decade, from sequence-to-sequence architectures to the state-of-the-art and utter attention-based Transformers. In this wo…