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Computational Linguistics

Hwee Tou Ng, Editor
March 2012, Vol. 38, No. 1, Pages 173-218
(doi: 10.1162/COLI_a_00088)
© 2012 Association for Computational Linguistics
Computational Generation of Referring Expressions: A Survey
Article PDF (474.12 KB)

This article offers a survey of computational research on referring expression generation (REG). It introduces the REG problem and describes early work in this area, discussing what basic assumptions lie behind it, and showing how its remit has widened in recent years. We discuss computational frameworks underlying REG, and demonstrate a recent trend that seeks to link REG algorithms with well-established Knowledge Representation techniques. Considerable attention is given to recent efforts at evaluating REG algorithms and the lessons that they allow us to learn. The article concludes with a discussion of the way forward in REG, focusing on references in larger and more realistic settings.