Style Transfer from Non-Parallel Text by Cross-Alignment

NeurIPS 2017 Tianxiao ShenTao LeiRegina BarzilayTommi Jaakkola

This paper focuses on style transfer on the basis of non-parallel text. This is an instance of a broad family of problems including machine translation, decipherment, and sentiment modification... (read more)

PDF Abstract NeurIPS 2017 PDF NeurIPS 2017 Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Text Style Transfer Yelp Review Dataset (Small) CAE G-Score (BLEU, Accuracy) 38.66 # 6

Results from Other Papers


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK SOURCE PAPER COMPARE
Unsupervised Text Style Transfer GYAFC CrossAlign [[Shen et al.2017]] BLEU 3.6 # 8
Unsupervised Text Style Transfer Yelp CrossAlign [[Shen et al.2017]] BLEU 17.9 # 9

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet