... described a model for au-tomatically generating a query-focused summary,when one has access to multiple relevance judg-ments. Our Bayesian Query-Focused Summariza-tion model (BAYESUM) consistently ... 90292me@hal3.name,marcu@isi.eduAbstractWe present BAYESUM (for “Bayesiansummarization”), a model for sentence ex-traction in query-focused summarization.BAYESUM leverages the common case inwhich multiple documents are relevant ... language modeling for IRframework.1 IntroductionWe describe BAYESUM, an algorithm for perform-ing query-focused summarization in the commoncase that there are many relevant documents for agiven...