Enriching Entity Translation Discovery using Selective Temporality

Gae-won You, Young-rok Cha, Jin-Han Kim, Seung-won Hwang · 2013

This paper studies named entity translation and proposes “selective temporality” as a new feature, as using temporal features may be harmful for translating “atemporal ” entities. Our key contribution is building an automatic classifier to distinguish temporal and atemporal entities then align them in separate procedures to boost translation accuracy by 6.1%. 1

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