197 citations · 244 across the 13 of their papers we have counts for
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cs.CY2021
Predicting market inflation expectations with news topics and sentiment
Sonja Tilly, Giacomo Livan
This study presents a novel approach to incorporating news topics and their associated sentiment into predictions of breakeven inflation rate (BEIR) movements for eight countries w…
cs.DL2021
Interdisciplinary researchers attain better performance in funding
Ye Sun, Giacomo Livan, Athen Ma +1
Interdisciplinary research is fundamental when it comes to tackling complex problems in our highly interlinked world, and is on the rise globally. Yet, it is unclear why--in an inc…
physics.soc-ph2021
Macroeconomic forecasting with statistically validated knowledge graphs
Sonja Tilly, Giacomo Livan
This study leverages narrative from global newspapers to construct theme-based knowledge graphs about world events, demonstrating that features extracted from such graphs improve f…