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Dependency Tree Kernels for Relation Extraction from Natural Language Text

Lecture notes in computer sciencePublished 1 January 2009
Frank Reichartz, Hannes Korte, Gerhard Paaß
Citations34
SJR quartileQ2
SJR score0.35
SNIP0.55

TL;DR

New tree kernels over dependency parse trees automatically generated from natural language text with richer structural features significantly outperform all published approaches for kernel-based relation extraction from dependency trees.

Abstract

S.270-285

Keywords

Computer Science