Joint Learning for Coreference Resolution with Markov Logic

• Main Authors: SONG, Yang, JIANG, Jing, ZHAO, Xin, LI, Sujian, WANG, Houfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/1620; https://ink.library.smu.edu.sg/context/sis_research/article/2619/viewcontent/jingjiang.pdf
• Institution: Singapore Management University

Pairwise coreference resolution models must merge pairwise coreference decisions to generate final outputs. Traditional merging methods adopt different strategies such as the best first method and enforcing the transitivity constraint, but most of these methods are used independently of the pairwise...