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Line 87: ====Maximum entropy-based summarization==== During the DUC 2001 and 2002 evaluation workshops, [[Netherlands Organisation for Applied Scientific Research\|TNO]] developed a sentence extraction system for multi-document summarization in the news ___domain. The system was based on a hybrid system using a [[~~naive~~Naive Bayes]] classifier]] and statistical language models for modeling salience. Although the system exhibited good results, the researchers wanted to explore the effectiveness of a [[maximum entropy classifier\|maximum entropy]] (ME) classifier for the meeting summarization task, as ME is known to be robust against feature dependencies. Maximum entropy has also been applied successfully for summarization in the broadcast news ___domain. ==== Adaptive summarization ====

Automatic summarization: Difference between revisions