CorefQA
                                
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                        Experiment with XLnet instead of SpanBERT
XLnet generally achieve much better performance than bert and nobody tried it on coreference resolution: https://huggingface.co/transformers/model_doc/xlnet.html I think that's a great opportunity to improve even further the state of the art