3 papers
cs.CL2026
LLM4Impact: Integrating Heterogeneous Information for Scientific Impact Prediction
Yong Cao, Markus Flicke, Haoyu He +2
Predicting the future impact of a newly published paper is challenging because it must be inferred from heterogeneous evidence available at publication time. Existing approaches of…
cs.CL2025
Scholar Inbox: Personalized Paper Recommendations for Scientists
Markus Flicke, Glenn Angrabeit, Madhav Iyengar +10
Scholar Inbox is a new open-access platform designed to address the challenges researchers face in staying current with the rapidly expanding volume of scientific literature. We pr…
cs.LG2024
HDT: Hierarchical Document Transformer
Haoyu He, Markus Flicke, Jan Buchmann +2
In this paper, we propose the Hierarchical Document Transformer (HDT), a novel sparse Transformer architecture tailored for structured hierarchical documents. Such documents are ex…