7 citations · 8 across the 6 of their papers we have counts for
3 papers · 1 filter
Uplift modeling with continuous treatments: A predict-then-optimize approach
Simon De Vos, Christopher Bockel-Rickermann, Stefan Lessmann +1
The goal of uplift modeling is to recommend actions that optimize specific outcomes by determining which entities should receive treatment. One common approach involves two steps:…
Leveraging AI and NLP for Bank Marketing: A Systematic Review and Gap Analysis
Christopher Gerling, Stefan Lessmann
This paper explores the growing impact of AI and NLP in bank marketing, highlighting their evolving roles in enhancing marketing strategies, improving customer engagement, and crea…
Leveraging Zero-Shot Prompting for Efficient Language Model Distillation
Lukas Vöge, Vincent Gurgul, Stefan Lessmann
This paper introduces a novel approach for efficiently distilling LLMs into smaller, application-specific models, significantly reducing operational costs and manual labor. Address…