Paper: Probabilistic Sentence Reduction Using Support Vector Machines

ACL ID C04-1107
Title Probabilistic Sentence Reduction Using Support Vector Machines
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2004
Authors

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 learn- ing. Experimental results show that the proposed methods outperform earlier methods in term of sen- tence reduction performance.