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

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Word 1</td><td class="align_center">Word 2</td><td class="align_center">PMI score</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2021/6627434/figures/6627434.fig-inline.0017.svgz" name="6627434.fig-inline.0017" type="image/svg+xml"></object>/said</td><td class="align_center"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2021/6627434/figures/6627434.fig-inline.0020.svgz" name="6627434.fig-inline.0020" type="image/svg+xml"></object>/Arabian</td><td class="align_center">2.62</td></tr><tr><td class="align_left"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2021/6627434/figures/6627434.fig-inline.0018.svgz" name="6627434.fig-inline.0018" type="image/svg+xml"></object>/came</td><td class="align_center"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2021/6627434/figures/6627434.fig-inline.0021.svgz" name="6627434.fig-inline.0021" type="image/svg+xml"></object>/intercessor</td><td class="align_center">6.43</td></tr><tr><td class="align_left"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2021/6627434/figures/6627434.fig-inline.0019.svgz" name="6627434.fig-inline.0019" type="image/svg+xml"></object>/recover</td><td class="align_center"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2021/6627434/figures/6627434.fig-inline.0022.svgz" name="6627434.fig-inline.0022" type="image/svg+xml"></object>/corruption</td><td class="align_center">6.3</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Sample of the collocation dictionary.</div>

Complexity

tab3

Table 3

Table 3: SynoExtractor: A Novel Pipeline for Arabic Synonym Extraction Using Word2Vec Word Embeddings 