Draft, Command, and Edit: Controllable Text Editing in E-Commerce. (arXiv:2208.05623v1 [cs.CL])

Product description generation is a challenging and under-explored task. Most
such work takes a set of product attributes as inputs then generates a
description from scratch in a single pass. However, this widespread paradigm
might be limited when facing the dynamic wishes of users on constraining the
description, such as deleting or adding the content of a user-specified
attribute based on the previous version. To address this challenge, we explore
a new draft-command-edit manner in description generation, leading to the …

arxiv commerce draft e-commerce text