Ad Headline Generation using Self-Critical Masked Language Model
使用自批判掩码语言模型生成广告标题
机构 * amazon（亚马逊）
AI总结 研究如何为电商网站生成吸引人的广告标题，核心方法是将强化学习策略梯度方法应用于基于Transformer的掩码语言模型，通过联合多种产品信息生成标题，该方法在指标和质量审核上优于现有方法，生成标题质量也优于人工提交的。
Comments Accepted at NAACL-HLT 2021 (Industry Track). 9 pages, 3 tables, 3 figures - ACL Anthology URL: https://aclanthology.org/2021.naacl-industry.33/ - Editors of the proceedings: Young-bum Kim, Yunyao Li, Owen Rambow - Bibkey: kanungo-etal-2021-ad
Journal ref Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, pages 263-271, June 2021
