Query-focused Supervised Sentence Ranking for Update Summaries

We present a supervised sentence ranking approach for use in extractive update summarization. We use the same general machine learning approach described in earlier DUC papers, and adapt it to the update summarization task. The system proves adaptable enough to be effective at queryfocused update summaries.