Sentiment Classification for Financial Texts Based on Deep Learning

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Products</td><td class="align_center">Labeled number</td><td class="align_center">Unlabeled number</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Books</td><td class="align_center">2000</td><td class="align_center">4465</td></tr><tr><td class="align_left">DVDs</td><td class="align_center">2000</td><td class="align_center">3586</td></tr><tr><td class="align_left">Electronics</td><td class="align_center">2000</td><td class="align_center">5681</td></tr><tr><td class="align_left">Kitchen</td><td class="align_center">2000</td><td class="align_center">5945</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The basics of the reduced Amazon dataset.</div>

Computational Intelligence and Neuroscience

tab2

Table 2

Table 2: Sentiment Classification for Financial Texts Based on Deep Learning 