An Editorial Network for Enhanced Document Summarization
Edward Moroshko, Guy Feigenblat, Haggai Roitman, David Konopnicki · 2019
We suggest a new idea of Editorial Networka mixed extractive-abstractive summarization approach, which is applied as a postprocessing step over a given sequence of extracted sentences.We further suggest an effective way for training the "editor" based on a novel soft-labeling approach.Using the CNN/DailyMail dataset we demonstrate the effectiveness of our approach compared to state-of-the-art extractive-only or abstractiveonly baselines.