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Sentiment analysis in Galaxy with IMDB movie review dataset

Kaivan Kamali


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.4477881", 
  "language": "eng", 
  "title": "Sentiment analysis in Galaxy with IMDB movie review dataset", 
  "issued": {
    "date-parts": [
      [
        2021, 
        1, 
        28
      ]
    ]
  }, 
  "abstract": "<p>IMDB movie review sentiment classification dataset (Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, and Christopher Potts. (2011).&nbsp;Learning Word Vectors for Sentiment Analysis.&nbsp;The 49th Annual Meeting of the Association for Computational Linguistics (ACL 2011)). For more information&nbsp;please refer to:&nbsp;https://ai.stanford.edu/~amaas/data/sentiment/<br>\n<br>\nThe IMDB dataset was modified as follows to prepare it for use in a Galaxy Training Tutorial (https://training.galaxyproject.org/):<br>\n<br>\nThe top 50 words are excluded (mostly stop words). Included&nbsp;the next 10,000 top words. Reviews are limited to&nbsp;500 words max (Longer reviews trimmed and shorter reviews are padded). 25,000 reviews are used for training and testing each. Files are&nbsp;in tsv (tab separated value) format to be consumed by Galaxy (www.usegalaxy.org).&nbsp;</p>", 
  "author": [
    {
      "family": "Kaivan Kamali"
    }
  ], 
  "note": "Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, and Christopher Potts. (2011).\u00a0Learning Word Vectors for Sentiment Analysis.\u00a0The 49th Annual Meeting of the Association for Computational Linguistics (ACL 2011). For more information\u00a0please refer to:\u00a0https://ai.stanford.edu/~amaas/data/sentiment/", 
  "version": "1.0", 
  "type": "dataset", 
  "id": "4477881"
}
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