31 search results - page 3 / 7 » GEMS: Generative Modeling for Evaluation of Summaries |
123
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EMNLP
2011
13 years 11 months ago
2011
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...
86
Voted
SIGIR
1999
ACM
15 years 4 months ago
1999
ACM
We define the problem of decomposing human-written summary sentences and propose a novel Hidden Markov Model solution to the problem. Human summarizers often rely on cutting and ...
90
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IPM
2007
14 years 11 months ago
2007
We show some limitations of the ROUGE evaluation method for automatic summarization. We present a method for automatic summarization based on a Markov model of the source text. By...
87
Voted
WSDM
2009
ACM
15 years 6 months ago
2009
ACM
Readability is a crucial presentation attribute that web summarization algorithms consider while generating a querybaised web summary. Readability quality also forms an important ...
ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
Documents often contain inherently many concepts reflecting specific and generic aspects. To automatically generate a short summary text of documents on similar topics, it is im...