Summarize is a PyTorch-based package for automatic summarization built on AllenNLP. It contains implementations of end-to-end extractive models and abstractive models, including the standard Seq2Seq and Pointer-Generator models.
This repository also contains the code for the "Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization" paper.
Please see experiments/deutsch2019 for more details about how to run the models.