DisSim-FinBERT: Text Simplification for Core Message Extraction in Complex Financial Texts

Wonseong Kim, Christina Niklaus, Choong Lyol Lee +1

This study proposes DisSim-FinBERT, a novel framework that integrates Discourse Simplification (DisSim) with Aspect-Based Sentiment Analysis (ABSA) to enhance sentiment prediction…