most citedGNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries

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cs.CL2019★ 1 cited

GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries

Maksim Belousov, Nikola Milosevic, Ghada Alfattni +2

Monitoring the administration of drugs and adverse drug reactions are key parts of pharmacovigilance. In this paper, we explore the extraction of drug mentions and drug-related inf…

cs.CL2019

Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks

Maolin Li, Arvid Fahlström Myrman, Tingting Mu +1

When constructing models that learn from noisy labels produced by multiple annotators, it is important to accurately estimate the reliability of annotators. Annotators may provide…