Ron Di Carlantonio

Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders

We introduce a novel Transformer-based method for document segmentation, tailored for practical, real-world applications. This method utilizes overlapping text sequences with a unique position-aware weighting mechanism to enhance segmentation accuracy. Through comprehensive experiments on both publi…