Developed Systems Our developed system is built on the work by Chang et al. ( 2013 ) , using Constrained Latent Left-Linking Model ( CL3M ) as our mention-pair coreference model in the joint framework10 .
a constrained latent variable model for coreference resolution
K-W Chang R Samdani D Roth
Baseline Systems We choose three publicly available state-of-the-art end-to-end coreference systems as our baselines : Stanford system ( Lee et al. , 2011 ) , Berkeley system ( Durrett and Klein , 2014 ) and HOTCoref system ( Bj Â¨ orkelund and Kuhn , 2014 ) . Developed Systems Our developed system is built on the work by Chang et al. ( 2013 ) , using Constrained Latent Left-Linking Model ( CL3M ) as our mention-pair coreference model in the joint framework10 . When the CL3M coreference system uses gold mentions or heads , we call the system Gold ; when it uses predicted mentions or heads , we call the system Predicted .
Developed Systems Our developed system is built on the work by @@CITATION , using Constrained Latent Left-Linking Model ( CL3M ) as our mention-pair coreference model in the joint framework10 .