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A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models

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Academic year: 2020

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Figure

Figure 1: An overview of the exhaustive contextual span representations model. To compute the contextual spanrepresentations of ‘CD 99’, the model concatenates the left-, right-, and inside-representations of Bi-LSTM outputvector and further concatenates the contextual information that are represented with the forward LSTM outputvector of ‘CD’ in the previous time step and the backward LSTM output vector of ‘99’ in the previous time step.
Table 1: Performance of NER and CI on the test set
Table 3: Performance of NER and CI on the development set

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