Papers by Jacob Foster
Adapting Coreference Resolution for Processing Violent Death Narratives (2021.naacl-main)
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| Challenge: | Existing coreference models suffer from poortransferability due to domain gaps . existing models are not robust enough to handle text data about LGBT individuals . |
| Approach: | They propose to use a dataaugmentation rule to improve coreference resolution in an administrative database written in English to better handle LGBT data. |
| Outcome: | The proposed model improves perfor-mance and accuracy of coreference resolution in a violent death nar-rative from the Centers for Disease Control's (CDC) national Violent Death Re-porting System. |