Previously, domain adaptation learning has been successfully used in other NLP tasks such as relation extraction (Jiang, 2009) and POS tagging (Jiang and Zhai, 2007), semantic detection (Tan et al., 2008), name entity recognition (Guo et al., 2009) and entity type classification (Jiang and Zhai, 2007).
to the best of our knowledge, it has yet to be explored for coreference resolution.