Abstract
In this talk we introduce the sentence compression task, which can be viewed as producing
a summary of a single sentence. An ideal compression algorithm should produce a shorter
version of an original sentence that retains the most important information while remaining
grammatical. The task has an immediate impact on several applications ranging
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