Cross-Document Coreference on a Large Scale Corpus

In this paper, we will compare and evaluate the effectiveness of different statistical methods in the task of cross-document coreference resolution. We created entity models for different test sets and compare the following disambiguation and clustering techniques to cluster the entity models in order to create coreference chains: Incremental Vector Space KL-Divergence Agglomerative Vector Space

• Type: Conference
• Year: 2004
• Where: NAACL
• Authors: Chung Heong Gooi, James Allan
• Keywords: Entity Models, Incremental Vector Space, NAACL 2004, NAACL 2007, Vector Space