Pairwise model
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Publications (6)

1A Discriminative Hierarchical Model for Fast Coreference at Large Scaleour model is several orders of magnitude faster than a pairwise model, allowing us to perform efficient coreference on nearly...

2LargeScale CrossDocument Coreference Using Distributed Inference and Hierarchical Modelsover five runs. 798 Figure 5: PersonX Evaluation of Pairwise model: Performance as number of machines is varied, averaged...

3Improving pairwise coreference models through feature space hierarchy learning2013  Emmanuel Lassalle,Pascal Denisshowing large and consistent improvements over a single pairwise model using the same base features. Our best system obtains...

4A CrossLingual ILP Solution to Zero Anaphora Resolution2011  Ryu Iida,Massimo Poesiodetection. Their model drastically outperformed a simple pairwise model, but it is still performed as a cascaded process. In...

5Coreference Resolution across Corpora: Languages, Coding Schemes, and Preprocessing Information2010  Marta Recasens,Eduard H. Hovy(2004) to generate most of the 29 features we use for the pairwise model. These include features that capture information from...

6Structuring ECommerce Inventoryfeature fk has an associated realvalued parameter λk. The pairwise model is given by: P(yij xij) = 1 Zxij exp ∑ k λkfk(xij...