Наборы данных DUC

Multi-document summarization aims to produce a concise summary that contains salient information from a set of source documents. In this field, sentence ranking has hitherto been the issue of most …...

Single-document summarization and multi- document summarization are very closely re- lated tasks and they have been widely investi- gated independently. This paper examines the mutual influences between the two tasks …...

AbstractExisting sentence regression methods for extractive summarization usually model sentence importance and redundancy in two separate processes. They first evaluate the importance f(s) of each sentence s and then select …...

This paper presents a problem-reduction approach to extractive multi-document summarization: we propose a reduction to the problem of scoring individual sen- tences with their ROUGE scores based on supervised learning. …...