DUC2002

The graph-based ranking algorithm has been recently exploited for multi-document sum- marization by making only use of the sen- tence-to-sentence relationships in the documents, under the assumption that all the …...

We present an approach for extractive single-document summarization. Our ap- proach is based on a weighted graphical representation of documents obtained by topic modeling. We optimize importance, coherence and non-redundancy …...

In extractive summarization, searching for the most salient sentences to generate summaries can be resolved by applying meta-heuristic optimization algorithms including genetic algorithms (GAs), par- ticle swarm optimization (PSO), etc. …...