Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems

no code implementations • 20 Dec 2023 • Zhiguang Yang, Lu Wang, Chun Gan, Liufang Sang, Haoran Wang, Wenlong Chen, Jie He, Changping Peng, Zhangang Lin, Jingping Shao

In this paper, we propose for the first time a novel architecture for online parallel estimation of ads and creatives ranking, as well as the corresponding offline joint optimization model.

Marketing

Unsupervised Editing for Counterfactual Stories

1 code implementation • 10 Dec 2021 • Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei LI

We also propose a new metric to alleviate the shortcomings of current automatic metrics and better evaluate the trade-off.

counterfactual

Probabilistic Graph Reasoning for Natural Proof Generation

1 code implementation • Findings (ACL) 2021 • Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei LI

In this paper, we propose PRobr, a novel approach for joint answer prediction and proof generation.

Information-theoretic Vocabularization via Optimal Transport

no code implementations • 1 Jan 2021 • Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei LI

In this paper, we find an exciting relation between an information-theoretic feature and the performance of NLP tasks such as machine translation with a given vocabulary.

Machine Translation Translation

Vocabulary Learning via Optimal Transport for Neural Machine Translation

1 code implementation • ACL 2021 • Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei LI

The choice of token vocabulary affects the performance of machine translation.

Machine Translation Translation