Multichannel Convolutional Neural Network for Biological Relation Extraction

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Vocabulary size</td><td class="align_center">Word embedding</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">1</td><td class="align_center">9984</td><td class="align_center">PMC</td></tr><tr><td class="align_left">2</td><td class="align_center">10273</td><td class="align_center">PubMed</td></tr><tr><td class="align_left">3</td><td class="align_center">10399</td><td class="align_center">PMC and PubMed</td></tr><tr><td class="align_left">4</td><td class="align_center">10432</td><td class="align_center">Wikipedia and PubMed</td></tr><tr><td class="align_left">5</td><td class="align_center">9639</td><td class="align_center">Medline</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Vocabulary included in five pretrained word embeddings.

BioMed Research International

tab5

Table 5

Table 5: Multichannel Convolutional Neural Network for Biological Relation Extraction 