A General Framework for Information Extraction using Dynamic Span Graphs

@inproceedings{Luan2019AGF,
  title={A General Framework for Information Extraction using Dynamic Span Graphs},
  author={Yi Luan and David Wadden and Luheng He and Amy Shah and Mari Ostendorf and Hannaneh Hajishirzi},
  booktitle={NAACL-HLT},
  year={2019}
}
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We introduce a general framework for several information extraction tasks that share span representations using dynamically constructed span graphs. [...] Key Result We further observe that the span enumeration approach is good at detecting nested span entities, with significant F1 score improvement on the ACE dataset.Expand Abstract

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