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Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text

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Academic year: 2020

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Figure

Figure 1: A diagram of the proposed bi-directionalLSTM model for negation and speculation detectionwith additional features.
Table 1: Performance of the negation scope detection task on BioScope and NegPar corpora using different ap-proaches
Table 2: Performance of speculation scope detection task on BioScope corpus using different approaches
Figure 5: Distribution of error overlaps: BERT vs.BERT with features (BERT + AF) vs. ELMo on Neg-Par test set.

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