The true score of statistical paraphrase generation

Jonathan Chevelu, Ghislain Putois, Yves Lepage

研究成果: Paper査読

3 被引用数 (Scopus)

抄録

This article delves into the scoring function of the statistical paraphrase generation model. It presents an algorithm for exact computation and two applicative experiments. The first experiment analyses the behaviour of a statistical paraphrase generation decoder, and raises some issues 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 inside a Monte-Carlo sampling based paraphrase generator.

本文言語English
ページ144-152
ページ数9
出版ステータスPublished - 2010
イベント23rd International Conference on Computational Linguistics, Coling 2010 - Beijing, China
継続期間: 2010 8 232010 8 27

Conference

Conference23rd International Conference on Computational Linguistics, Coling 2010
CountryChina
CityBeijing
Period10/8/2310/8/27

ASJC Scopus subject areas

  • Language and Linguistics
  • Computational Theory and Mathematics
  • Linguistics and Language

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