2004 · 72 citations · 9 references
ComputingComputer ScienceComputational LinguisticsNatural Language ProcessingText AnalyticsCorpus AnalysisInformation ExtractionLanguage ModelingLanguage ModelsText SummarizationTopic ModelingCompressionMachine Learning-based Term ExtractionSummary Evaluation MetricsTopic-guided Summarization
This paper reports our results at DUC2004 and describes our approach, implemented in a system called Topiary. We will show that the combination of linguistically motivated sentence compression with statistically selected topic terms performs better than either alone, according to some automatic summary evaluation measures.
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An Algorithm that Learns What's in a Name
Daniel M. Bikel, Richard Schwartz, Ralph Weischedel · Machine Learning · 1999 · 784 citations · Full text
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