HighRES: Highlight-based Reference-less Evaluation of Summarization

1 code implementation • ACL 2019 • Hardy, Shashi Narayan, Andreas Vlachos

There has been substantial progress in summarization research enabled by the availability of novel, often large-scale, datasets and recent advances on neural network-based approaches.

Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation

1 code implementation • EMNLP 2018 • Hardy, Andreas Vlachos

In this paper, we extend previous work on abstractive summarization using Abstract Meaning Representation (AMR) with a neural language generation stage which we guide using the source document.

Abstractive Text Summarization Text Generation