Trends in Multi-document Summarization System Methods
نویسندگان
چکیده
منابع مشابه
Trends in Multi-document Summarization System Methods
Information is knowledge if it is rightly applied. Information are stored with different formats in databases but retrieving such from different documents has been a challenge. People want ready-made information for the purpose of decision making in minimal time and thereby crave for summary of information. Automatic summarization helps in mining data and delivering timely and cogent informatio...
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We present a novel framework of system combination for multi-document summarization. For each input set (input), we generate candidate summaries by combining whole sentences from the summaries generated by different systems. We show that the oracle among these candidates is much better than the summaries that we have combined. We then present a supervised model to select among the candidates. T...
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A document understanding system has been developed, AMDS_hw, which is based on the synergy of English grammar parsing with sentence clustering and reduction. The system is capable of producing a summary of single or multiple documents, but the present study only focuses on multi-document summary and hence has participated in DUC2003 evaluations under the non-question related task (Task 2). Afte...
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Summarization of multiple documents featuring multiple topics is discussed. The example trea.ted here consists of fifty articles about the Peru hostage incident tbr ])ecember 1996 through April 1997. They include a. lot of topics such as opening, negotiation, ending, and so on. The method proposed in this paper is based on spreading activation over documents syntactically and semantically annot...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2014
ISSN: 0975-8887
DOI: 10.5120/17095-7804