SynoExtractor: A Novel Pipeline for Arabic Synonym Extraction Using Word2Vec Word Embeddings

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Source</td><td class="align_center">Files</td><td class="align_center">DOCs</td><td class="align_center">Words</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Agence France Presse</td><td class="align_center">152</td><td class="align_center">147612</td><td class="align_center">798436</td></tr><tr><td class="align_left">Assabah</td><td class="align_center">28</td><td class="align_center">6587</td><td class="align_center">15410</td></tr><tr><td class="align_left">Al Hayat</td><td class="align_center">142</td><td class="align_center">171502</td><td class="align_center">378353</td></tr><tr><td class="align_left">An Nahar</td><td class="align_center">134</td><td class="align_center">193732</td><td class="align_center">449340</td></tr><tr><td class="align_left">Ummah Press</td><td class="align_center">24</td><td class="align_center">1201</td><td class="align_center">4645</td></tr><tr><td class="align_left">Xinhua News Agency</td><td class="align_center">67</td><td class="align_center">56165</td><td class="align_center">348551</td></tr><tr><td class="align_left">Total</td><td class="align_center">547</td><td class="align_center">576799</td><td class="align_center">1994735</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Statistics of Arabic Gigaword Third Edition corpus.</div>

Complexity

tab5

Table 5

Table 5: SynoExtractor: A Novel Pipeline for Arabic Synonym Extraction Using Word2Vec Word Embeddings 