Title
A global relaxation labeling approach to coreference resolution
Abstract
This paper presents a constraint-based graph partitioning approach to coreference resolution solved by relaxation labeling. The approach combines the strengths of groupwise classifiers and chain formation methods in one global method. Experiments show that our approach significantly outperforms systems based on separate classification and chain formation steps, and that it achieves the best results in the state of the art for the same dataset and metrics.
Year
Venue
Keywords
2010
COLING (Posters)
chain formation step,best result,chain formation method,constraint-based graph,separate classification,global method,global relaxation,groupwise classifier
DocType
Volume
Citations 
Conference
C10-2
9
PageRank 
References 
Authors
0.65
21
3
Name
Order
Citations
PageRank
Emili Sapena1916.50
Lluís Padró254471.67
Jordi Turmo330630.52