SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta

Author:

Huang Alfred1ORCID,Yang Qi2ORCID,Nikolenko Sergey1ORCID,Ongpin Marlo1,Gossoudarev Ilia1,Yen Duong Ngoc1,Lepikhin Kirill1,Vishnyakov Sergey1,Chu-Farseeva Yuyi1,Farseev Aleksandr3ORCID

Affiliation:

1. SoMin.ai, London, United Kingdom

2. ITMO University, Saint Petersburg, United Kingdom

3. ITMO University, Saint Petersburg, Russian Fed.

Funder

Russian Science Foundation

Publisher

ACM

Reference21 articles.

1. J. Bergstra 2011 . Algorithms for Hyper-Parameter Optimization . In Advances in Neural Information Processing Systems , Vol. 24 . Curran Associates, Inc. J. Bergstra et al. 2011. Algorithms for Hyper-Parameter Optimization. In Advances in Neural Information Processing Systems, Vol. 24. Curran Associates, Inc.

2. Junxuan Chen Baigui Sun Hao Li Hongtao Lu and Xian-Sheng Hua. 2016. Deep CTR Prediction in Display Advertising. Junxuan Chen Baigui Sun Hao Li Hongtao Lu and Xian-Sheng Hua. 2016. Deep CTR Prediction in Display Advertising.

3. Wide & Deep Learning for Recommender Systems

4. J. Devlin 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proc. 2019 NAACL. ACL, 4171--4186 . J. Devlin et al. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proc. 2019 NAACL. ACL, 4171--4186.

5. A. Farseev , K. Lepikhin , H. Schwartz , E. K. Ang , and K. Powar . 2018. SoMin. ai: Social multimedia influencer discovery marketplace . In Proc. 26th ACM international conference on Multimedia. 1234--1236 . A. Farseev, K. Lepikhin, H. Schwartz, E. K. Ang, and K. Powar. 2018. SoMin. ai: Social multimedia influencer discovery marketplace. In Proc. 26th ACM international conference on Multimedia. 1234--1236.

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1. Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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