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 ) .
a joint model for entity analysis coreference typing and linking
G Durrett D Klein
3.1.1 can be verified empirically on both ACE-2004 and OntoNotes-5 .0 datasets . 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 .
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 ( @@CITATION ) and HOTCoref system ( Bj Â¨ orkelund and Kuhn , 2014 ) .