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Domain Adaptation for Dependency Parsing via Self-Training

Juntao Yu, Mohab Elkaref, Bernd Bohnet

2015 · 34 citations · 26 references

DOIFull text

Open access

Concepts

Abstract

This paper presents a successful approach for domain adaptation of a dependency parser via self-training.

References

26

The CoNLL 2007 Shared Task on Dependency Parsing

Joakim Nivre, Johan Hall, Sandra Kübler et al. · Publication Server of Goethe University Frankfurt am Main (Goethe University Frankfurt) · 2007 · 663 citations · Full text

, , +12

Effective self-training for parsing

David McClosky, Eugene Charniak, Mark Johnson · 2006 · 619 citations · Full text

, , +11

Statistical parsing with a context-free grammar and word statistics

Eugene Charniak · 1997 · 538 citations

, , +16

Simple Semi-supervised Dependency Parsing

Terry Koo, Xavier Carreras, Michael J. Collins · RECERCAT (Consorci de Serveis Universitaris de Catalunya) · 2008 · 444 citations · Full text

, , +14

Confidence-weighted linear classification

Mark Dredze, Koby Crammer, Fernando Pereira · 2008 · 376 citations

, , +10