Swapna Somasundaran

Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

Breaking down the structure of long texts into semantically coherent segments makes the texts more readable and supports downstream applications like summarization and retrieval. Starting from an apparent link between text coherence and segmentation, we …