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Creating a coreference solver for Swedish and German using distant supervision

Coreference is a relationship between two or moreexpressions in a text when these expressions referto the same person or thing. Coreference solving,the identification of sets of coreferring mentionsin a text, is a well-studied problem in the fieldof natural language processing (NLP), the com-putational analysis of text. As an example, con-sider this short text:John drove to Judy’s house.He made heIt is said that coreference is difficult to explain, but easy to comprehend; everyoneknows coreference, they just don’t know that they do. We trained a computer toknow it too! Coreference resolution is the identification of phrases that refer to the same entity in a text. Current techniques to solve coreferences use machine-learning algorithms, which require large annotated data sets. Such annota