252 citations · 2k across the 56 of their papers we have counts for
4 papers · 2 filters
Structured Content Preservation for Unsupervised Text Style Transfer
Youzhi Tian, Zhiting Hu, Zhou Yu
Text style transfer aims to modify the style of a sentence while keeping its content unchanged. Recent style transfer systems often fail to faithfully preserve the content after ch…
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
Zhiting Hu, Haoran Shi, Bowen Tan +12
We introduce Texar, an open-source toolkit aiming to support the broad set of text generation tasks that transform any inputs into natural language, such as machine translation, su…
Automatic Article Commenting: the Task and Dataset
Lianhui Qin, Lemao Liu, Victoria Bi +5
Comments of online articles provide extended views and improve user engagement. Automatically making comments thus become a valuable functionality for online forums, intelligent ch…
Unsupervised Text Style Transfer using Language Models as Discriminators
Zichao Yang, Zhiting Hu, Chris Dyer +2
Binary classifiers are often employed as discriminators in GAN-based unsupervised style transfer systems to ensure that transferred sentences are similar to sentences in the target…