Nov 1, 2018 · Dual-CES is designed to better handle the tradeoff between saliency and focus in summarization. To this end, Dual-CES employs a two-step dual- ...

Apr 20, 2020 · We propose Dual-CES – a novel unsupervised, query-focused, multi-document extractive summarizer. Dual-CES builds on top of the Cross Entropy ...

Overall, Dual-CES provides a significantly better summarization quality compared to other alternative unsupervised summarizers; and in most cases, it even ...

Dual-CES is designed to better handle the tradeoff between saliency and focus in summarization, and employs a two-step dual-cascade optimization approach ...

We propose Dual-CES -- a novel unsupervised, query-focused, multi-document extractive summarizer. Dual-CES is designed to better handle the tradeoff between ...

Apr 20, 2020 · We propose Dual-CES - a novel unsupervised, query-focused, multi-document extractive summarizer. Dual-CES builds on top of the Cross Entropy ...

Sep 7, 2024 · Dual-CES is designed to better handle the tradeoff between saliency and focus in summarization. To this end, Dual-CES employs a two-step dual- ...

We propose Dual-CES - a novel unsupervised, query-focused, multi-document extractive summarizer. Dual-CES builds on top of the Cross Entropy Summarizer ...

Nov 1, 2018 · Dual-CES provides a fully unsupervised end-to-end query-focused multi-document extractive summarization solution. Using an evaluation with the ...

In the Query Focused Multi-Document Summarization (QF-MDS) task, a set of documents and a query are given where the goal is to generate a summary from these ...