3 papers
cs.CL2024
The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs
Paul Youssef, Jörg Schlötterer, Christin Seifert
Factual knowledge encoded in Pre-trained Language Models (PLMs) enriches their representations and justifies their use as knowledge bases. Previous work has focused on probing PLMs…
cs.CL2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis
Jan Trienes, Paul Youssef, Jörg Schlötterer +1
Automatically summarizing radiology reports into a concise impression can reduce the manual burden of clinicians and improve the consistency of reporting. Previous work aimed to en…
cs.LG2022
Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building
Angan Mitra, Nguyen Kim Thang, Tuan-Anh Nguyen +2
The design of decentralized learning algorithms is important in the fast-growing world in which data are distributed over participants with limited local computation resources and…