Paper: The True Score of Statistical Paraphrase Generation

ACL ID C10-2017
Title The True Score of Statistical Paraphrase Generation
Venue International Conference on Computational Linguistics
Session Poster Session
Year 2010
Authors

This article delves into the scoring func- tion of the statistical paraphrase genera- tion model. It presents an algorithm for exact computation and two applicative ex- periments. The first experiment analyses the behaviour of a statistical paraphrase generation decoder, and raises some is- sues with the ordering of n-best outputs. The second experiment shows that a major boost of performance can be obtained by embedding a true score computation in- side a Monte-Carlo sampling based para- phrase generator.