@inproceedings{heinzerling-etal-2017-revisiting,
    title = "Revisiting Selectional Preferences for Coreference Resolution",
    author = "Heinzerling, Benjamin  and
      Moosavi, Nafise Sadat  and
      Strube, Michael",
    editor = "Palmer, Martha  and
      Hwa, Rebecca  and
      Riedel, Sebastian",
    booktitle = "Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing",
    month = sep,
    year = "2017",
    address = "Copenhagen, Denmark",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-sig-urls/D17-1138/",
    doi = "10.18653/v1/D17-1138",
    pages = "1332--1339",
    abstract = "Selectional preferences have long been claimed to be essential for coreference resolution. However, they are modeled only implicitly by current coreference resolvers. We propose a dependency-based embedding model of selectional preferences which allows fine-grained compatibility judgments with high coverage. Incorporating our model improves performance, matching state-of-the-art results of a more complex system. However, it comes with a cost that makes it debatable how worthwhile are such improvements."
}