Dataset Open Access

Word Embedding of Amazon Product Review Corpus

Marc Schulder; Wiegand, Michael


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    <dct:title>Word Embedding of Amazon Product Review Corpus</dct:title>
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    <dcat:keyword>Product Reviews</dcat:keyword>
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    <dct:description>&lt;p&gt;A word embedding of the &lt;a href="https://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html#datasets"&gt;Amazon Product Review Corpus&lt;/a&gt; (&lt;a href="https://www.doi.org/10.1145/1341531.1341560"&gt;Jindal and Liu, 2008&lt;/a&gt;).&lt;/p&gt; &lt;p&gt;Created using &lt;a href="https://code.google.com/archive/p/word2vec/"&gt;Word2Vec&lt;/a&gt; in CBOW mode, 500 dimensions and window size 5.&lt;/p&gt; &lt;p&gt;Words have been lemmatised and particle verbs have been merged into a single token (e.g. &lt;code&gt;calm_down&lt;/code&gt;).&lt;/p&gt; &lt;ul&gt; &lt;/ul&gt; &lt;p&gt;&amp;nbsp;&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Attribution&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;This dataset was created as part of the following publication:&lt;/p&gt; &lt;p&gt;Marc Schulder,&amp;nbsp;Michael Wiegand,&amp;nbsp;Josef Ruppenhofer&amp;nbsp;and&amp;nbsp;Benjamin Roth&amp;nbsp;(2017).&amp;nbsp;&lt;strong&gt;&amp;quot;Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features&amp;quot;&lt;/strong&gt;. Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP). Taipei, Taiwan, November 27 - December 3, 2017.&amp;nbsp;&lt;a href="https://doi.org/10.5281/zenodo.3365609"&gt;DOI: 10.5281/zenodo.3365609&lt;/a&gt;.&lt;/p&gt; &lt;p&gt;If you use the data in your research or work, please cite the publication.&lt;/p&gt;</dct:description>
    <dct:description>{"references": ["Jindal, Nitin and Bing Liu (2008). \"Opinion Spam and Analysis.\" In: Proceedings of the International Conference on Web Search and Data Mining (WSDM). Palo Alto, California, USA: Association for Com- puting Machinery, pp. 219\u2013230. isbn: 978-1-59593-927-2. doi: 10. 1145/1341531.1341560"]}</dct:description>
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