Results 1 - 10 of 175

D.: Multi-document summarization of dissertation abstracts using a variable-based framework

by Shiyan Ou, Christopher S. G. Khoo, Dion H. Goh - In Proceedings of the 66 th Annual Meeting of the American Society for Information Science and Technology (ASIST , 2003
"... This paper reports initial work on developing a method for automatic construction of multidocument summaries of sets of domain-specific dissertation abstracts. A variable-based framework for multi-document summarization of dissertation abstracts in the field of sociology and psychology that makes us ..."
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This paper reports initial work on developing a method for automatic construction of multidocument summaries of sets of domain-specific dissertation abstracts. A variable-based framework for multi-document summarization of dissertation abstracts in the field of sociology and psychology that makes

Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach

by Luís Marujo , Ricardo Ribeiro , David Martins De Matos , João P Neto , Anatole Gershman , Jaime Carbonell
"... Abstract The increasing amount of online content motivated the development of multi-document summarization methods. In this work, we explore straightforward approaches to extend single-document summarization methods to multi-document summarization. The proposed methods are based on the hierarchical ..."
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Abstract The increasing amount of online content motivated the development of multi-document summarization methods. In this work, we explore straightforward approaches to extend single-document summarization methods to multi-document summarization. The proposed methods are based

D.: A multi-document summarization system for sociology dissertation abstracts: design, implementation and evaluation

by Shiyan Ou, Christopher S. G. Khoo, Dion H. Goh - In Proceedings of the 9 th Conference on Research and Advanced Technology for Digital Libraries (ECDL , 2005
"... Abstract. The design, implementation and evaluation of a multi-document summarization system for sociology dissertation abstracts are described. The system focuses on extracting variables and their relationships from different documents, integrating the extracted information, and presenting the inte ..."
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Abstract. The design, implementation and evaluation of a multi-document summarization system for sociology dissertation abstracts are described. The system focuses on extracting variables and their relationships from different documents, integrating the extracted information, and presenting

A Study of Global Inference Algorithms in Multi-Document Summarization

by Ryan Mcdonald
"... Abstract. In this work we study the theoretical and empirical properties of various global inference algorithms for multi-document summarization. We start by defining a general framework and proving that inference in it is NP-hard. We then present three algorithms: The first is a greedy approximate ..."
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Abstract. In this work we study the theoretical and empirical properties of various global inference algorithms for multi-document summarization. We start by defining a general framework and proving that inference in it is NP-hard. We then present three algorithms: The first is a greedy approximate

Multi-Document Summarization for Terrorism Information Extraction

by Fu Lee Wang, Christopher C. Yang, Xiaodong Shi
"... Abstract. Counterterrorism is one of the major challenges to the society. In or-der to flight again the terrorists, it is very important to have a through under-standing of the terrorism incidents. However, it is impossible for a human to read all the information related to a terrorism incident beca ..."
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because of the large vol-ume of information. Summarization technique is urgently required for analysis of terrorism incident. In this work, we propose a multi-document summariza-tion system to extract the critical information from terrorism incidents. News stories of a terrorism incident are organized

Abstractive multi-document summarization via phrase selection and merging

by Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo, Rebecca J. Passonneau - In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1587– 1597
"... We propose an abstraction-based multi-document summarization framework that can construct new sentences by exploring more fine-grained syntactic units than sen-tences, namely, noun/verb phrases. Dif-ferent from existing abstraction-based ap-proaches, our method first constructs a pool of concepts an ..."
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We propose an abstraction-based multi-document summarization framework that can construct new sentences by exploring more fine-grained syntactic units than sen-tences, namely, noun/verb phrases. Dif-ferent from existing abstraction-based ap-proaches, our method first constructs a pool of concepts

A Multi-Document Multi-Lingual Automatic Summarization System

by Mohamad Ali Honarpisheh, Gholamreza Ghassem-sani, Ghassem Mirrosh
"... Abstract. In this paper, a new multidocument multi-lingual text summarization technique, based on singular value decomposition and hierarchical clustering, is proposed. The proposed approach relies on only two resources for any language: a word segmentation system and a dictionary of words along wit ..."
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Abstract. In this paper, a new multidocument multi-lingual text summarization technique, based on singular value decomposition and hierarchical clustering, is proposed. The proposed approach relies on only two resources for any language: a word segmentation system and a dictionary of words along

A Multi-document Summarization System for Sociology Dissertation Abstracts: Design, Implementation and Evaluation

by Evaluation Main Article, Author(s Ou, Shiyan Khoo, Christopher Soo, Guan Goh, D. A Multi-document, Shiyan Ou, Christopher S. G. Khoo, Dion H. Goh
"... A multi-document summarization system for sociology ..."
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A multi-document summarization system for sociology

Automatic Identification of Multi-document Relations

by Erick Galani Maziero, Thiago Alex, Re Salgueiro Pardo, Núcleo Interinstitucional De Linguistica Computacional
"... Abstract. The multi-document analysis is indispensable in the current scenario of the electronic media, in which several documents are produced about the same topic, especially considering the explosion of information allowed by the web. Both readers and applications are benefited for the multi-docu ..."
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) the appropriated treatment of phenomena such as redundancy, complementarity and contradiction, and consequently ii) the production of better systems of text processing, such as more intelligent web search engines and automatic multi-document summarizers. This paper presents a methodology used to identify

An empirical study of ontology-based multi-document summarization in disaster management

by Lei Li, Tao Li - Systems, Man, and Cybernetics: Systems, IEEE Transactions on
"... Abstract—Domain ontology, as a conceptual model, provides a meaningful framework for semantic representation of textual information. In this paper, we explore the feasibility of using the ontology in solving multi-document summarization problems in the domain of disaster management. We provide an em ..."
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Abstract—Domain ontology, as a conceptual model, provides a meaningful framework for semantic representation of textual information. In this paper, we explore the feasibility of using the ontology in solving multi-document summarization problems in the domain of disaster management. We provide
Results 1 - 10 of 175