SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression

https://arxiv.org/abs/2007.08954

[2007.08954] SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression – arXiv.org
Obtaining training data for multi-document summarization (MDS) is time consuming and resource-intensive, so recent neural models can only be trained for limited domains. In this paper, we propose SummPip: an unsupervised method for multi-document summarization, in which we convert the original documents to a sentence graph, taking both linguistic and deep representation into account, then …
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