Sentence Reduction

We discuss those techniques which, in the opinion of the authors, are needed to support robust automatic summarization. Many of these methods are already incorporated in a multi-lingual summarization system, …...

This paper addresses a novel sentence reduction algorithm base on decision tree model where semantic information is used to enhance the accuracy of sentence reduction. The proposed algorithm is able …...

This paper investigates a novel application of sup- port vector machines (SVMs) for sentence reduction. We also propose a new probabilistic sentence reduc- tion method based on support vector machine …...