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2007

Frustratingly Hard Domain Adaptation for Dependency Parsing

9 years 2 months ago
Frustratingly Hard Domain Adaptation for Dependency Parsing
We describe some challenges of adaptation in the 2007 CoNLL Shared Task on Domain Adaptation. Our error analysis for this task suggests that a primary source of error is differences in annotation guidelines between treebanks. Our suspicions are supported by the observation that no team was able to improve target domain performance substantially over a state of the art baseline.
Mark Dredze, John Blitzer, Partha Pratim Talukdar,
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where EMNLP
Authors Mark Dredze, John Blitzer, Partha Pratim Talukdar, Kuzman Ganchev, João Graça, Fernando Pereira
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