Probabilistic sentence reduction using support vector machines
Le-Minh Nguyen, Akira Shimazu, Susumu Horiguchi, Bao Tu Ho, Masaru Fukushi · 2004
This paper investigates a novel application of support vector machines (SVMs) for sentence reduction.We also propose a new probabilistic sentence reduction method based on support vector machine learning.Experimental results show that the proposed methods outperform earlier methods in term of sentence reduction performance.