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COLING
2010

143views Computational Linguistics» more COLING 2010»

A Comparative Study on Ranking and Selection Strategies for Multi-Document Summarization

13 years 1 months ago

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This paper presents a comparative study on two key problems existing in extractive summarization: the ranking problem and the selection problem. To this end, we presented a system...

Feng Jin, Minlie Huang, Xiaoyan Zhu

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ICDAR
2003
IEEE

123views Document Analysis» more ICDAR 2003»

Structured and Unstructured Document Summarization: Design of a Commercial Summarizer using Lexical Chains

13 years 12 months ago

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The process of summarizing documents is becoming increasingly important in the light of recent advances in document creation/distribution technology, and the resulting influx of l...

Hassan Alam, Aman Kumar, Mikako Nakamura, Ahmad Fu...

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EMNLP
2011

227views Natural Language Processing» more EMNLP 2011»

Generating Aspect-oriented Multi-Document Summarization with Event-aspect model

12 years 6 months ago

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In this paper, we propose a novel approach to automatic generation of aspect-oriented summaries from multiple documents. We ﬁrst develop an event-aspect LDA model to cluster sen...

Peng Li, Yinglin Wang, Wei Gao, Jing Jiang

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EMNLP
2010

108views Natural Language Processing» more EMNLP 2010»

Multi-Document Summarization Using A* Search and Discriminative Learning

13 years 4 months ago