Although supervised approaches work reasonably well, they present a challenge to deploying coreference technologies across a large number of natural languages.
for each new language of interest, one has to hire native speakers of the language to go through the labor-intensive, timeconsuming process of hand-annotating a potentially large number of documents with coreference annotation before a supervised resolver can be trained.