summarization systems

50

ACL
2012

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Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation

12 years 3 months ago

An ideal summarization system should produce summaries that have high content coverage and linguistic quality. Many state-ofthe-art summarization systems focus on content coverage...

Ziheng Lin, Chang Liu, Hwee Tou Ng, Min-Yen Kan

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43

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ACL
2012

209views Computational Linguistics» more ACL 2012»

Assessing the Effect of Inconsistent Assessors on Summarization Evaluation

12 years 3 months ago

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We investigate the consistency of human assessors involved in summarization evaluation to understand its effect on system ranking and automatic evaluation techniques. Using Text A...

Karolina Owczarzak, Peter A. Rankel, Hoa Trang Dan...

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40

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NAACL
2010

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Quantifying the Limits and Success of Extractive Summarization Systems Across Domains

13 years 10 months ago

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This paper analyzes the topic identification stage of single-document automatic text summarization across four different domains, consisting of newswire, literary, scientific and ...

Hakan Ceylan, Rada Mihalcea, Umut O'zertem, Elena ...

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30

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ACL
2007

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Measuring Importance and Query Relevance in Topic-focused Multi-document Summarization

14 years 2 months ago

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The increasing complexity of summarization systems makes it difﬁcult to analyze exactly which modules make a difference in performance. We carried out a principled comparison be...

Surabhi Gupta, Ani Nenkova, Daniel Jurafsky

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