Unifying Extractive and Abstractive Text Summarization within a Single Encoder-Decoder Framework

A novel extract-and-abstract paradigm, EXTABS, that jointly and seamlessly performs extractive and abstractive summarization tasks within a single encoder-decoder model, reducing error accumulation and improving performance.