Joint Learning of Named Entity Recognition and Entity Linking

ACL 2019 Pedro Henrique MartinsZita MarinhoAndré F. T. Martins

Named entity recognition (NER) and entity linking (EL) are two fundamentally related tasks, since in order to perform EL, first the mentions to entities have to be detected. However, most entity linking approaches disregard the mention detection part, assuming that the correct mentions have been previously detected... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Named Entity Recognition CoNLL 2003 (English) Stack LSTM F1 92.43 # 14

Methods used in the Paper


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