Ye, Jiacheng and Gao, Jiahui and Li, Qintong and Xu, Hang and Feng, Jiangtao and Wu, Zhiyong and Yu, Tao and Kong, Lingpeng ::: ZeroGen: Efficient Zero-shot Learning via Dataset Generation

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  1. Use prompt "[movie review] the sentiment of the movie review is:" to get PLM(pre-trained language model) to produce labels
  2. let PLM generate a lot of movie reviews labeled with positive/negative sentiment
  3. use the (review,sentiment) data set generated to train a tiny task model (e.g. LSTM):

Author: Linfeng He

Created: 2024-04-03 Wed 19:10