Text revision by on-the-fly representation optimization
Abstract
Text revision refers to a family of natural language generation tasks, where the source and target sequences share moderate resemblance in surface form but differentiate in attributes, such as text style transfer (Shen et al., 2017), text simplification (Xu et al., 2016), counterfactual debiasing (Zmigrod et al., 2019), grammar error correction (Sun et al., 2022) and sentence fusion (Malmi et al., 2019).
Authors: Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael Rung-Tsong Lyu