Text summarization model based on the budgeted median problem

We propose a multi-document generic summarization model based on the budgeted median problem. Our model selects sentences to generate a summary so that every sentence in the document cluster can be assigned to and be represented by a sentence in the summary as much as possible. The advantage of this model is that it covers the relevant part of the document cluster through sentence assignment and can incorporate asymmetric relations between sentences such as textual entailment.

• Type: Conference
• Year: 2009
• Where: CIKM
• Authors: Hiroya Takamura, Manabu Okumura
• Keywords: CIKM 2009, Database, Document Cluster, Model Selects Sentences, Multi-document Generic Summarization