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  • 标题:TOWARDS A WORD EMBEDDING BASED APPROACH FOR SEMANTIC INDEXING
  • 本地全文:下载
  • 作者:ILYAS GHANIMI ; ELHABIB BENLAHMAR ; ABDERRAHIM TRAGHA
  • 期刊名称:Journal of Theoretical and Applied Information Technology
  • 印刷版ISSN:1992-8645
  • 电子版ISSN:1817-3195
  • 出版年度:2020
  • 卷号:98
  • 期号:8
  • 页码:1269-1278
  • 出版社:Journal of Theoretical and Applied
  • 摘要:In this article we present a new approach to semantic indexing of documents using word embedding relaying on representing words as numerical vectors based on the contexts in which they appear. This approach is validated by a set of experiments and a comparison with other approaches. We show that the proposed approach achieves results equivalent or better.
  • 关键词:Information retrieval;semantic indexing;word embedding;BERT;NLP.
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