Transforming Proprietary to High-Level Trigger-Action Programming Rules Dataset

<p>This dataset contains the results of performing Natural Language Processing (NLP) techniques on the &nbsp;May~2017 dataset of Mi et al. (https://www-users.cse.umn.edu/~fengqian/ifttt_measurement/download/201705.tar.gz) using 3 different approaches.</p><p>It comprises folders for each of the approaches (<strong>allennlp, spacy and combined</strong>) as well as folders containing the raw dataset divided into <strong>triggers and actions</strong>. The allennlp and spacy datasets are also divided into (filtered) <strong>triggers and action</strong>s.</p><p>The <strong>allennlp folders</strong> comprise 1 JSON file which shows</p><ul><li>The proprietary trigger or action name - ifttt_name</li><li>The EUPont translation - eupont_hypothesis</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be similar - </i>allen_nlp_entailment</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be contradictory - </i>allen_nlp_contradiction</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be neutral - &nbsp;</i>allen_nlp_neutral</li></ul><p>The <strong>spacy folders</strong> comprise 1 JSON file for each trigger and action which shows</p><ul><li>The EUPont translation</li><li>The proprietary trigger or action name</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be similar</i></li></ul><p>The <strong>combined folder </strong>comprises folders for triggers and actions which comprise 1 JSON file for each trigger and action which shows</p><ul><li>The proprietary trigger or action name - ifttt_name</li><li>The EUPont translation - eupont_hypothesis</li><li>A value for the spacy similarity - spacy_similarity</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be similar - &nbsp;</i>allen_nlp_entailment</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be contradictory - &nbsp;</i>allen_nlp_contradiction</li><li>A value for which the ifttt_<i>name and the eupont_hypothesis may be neutral - &nbsp;</i>allen_nlp_neutral</li><li>A value for the combined similarity -<i> </i>combined_similarity</li></ul>