The Proteus Actuarial Library (PAL) is a fast, lightweight framework for building simulation-based actuarial and financial models. It handles complex statistical dependencies using copulas while ...

Abstract: This paper proposes an innovative semantic analysis model (SKTAM), which combines pre-trained language model and GNN to achieve deep integration of keyword extraction and topic modeling.