广告系统位置偏差的CTR模型优化方案( 九 )

[19] Haldar, Malay, et al. "Improving Deep Learning For Airbnb Search." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.
[20] Guo, Huifeng, et al. "PAL: a position-bias aware learning framework for CTR prediction in live recommender systems." Proceedings of the 13th ACM Conference on Recommender Systems. 2019.
[21] Wang, Xuanhui, et al. "Learning to rank with selection bias in personal search." Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval. 2016.
[22] Joachims, Thorsten, Adith Swaminathan, and Tobias Schnabel. "Unbiased learning-to-rank with biased feedback." Proceedings of the Tenth ACM International Conference on Web Search and Data Mining. 2017.
[23] Ai, Qingyao, et al. "Unbiased learning to rank with unbiased propensity estimation." The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. 2018.
[24] Wang, Xuanhui, et al. "Position bias estimation for unbiased learning to rank in personal search." Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining. 2018.
[25] Agarwal, Aman, et al. "Estimating position bias without intrusive interventions." Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining. 2019.
[26] Hu, Ziniu, et al. "Unbiased lambdamart: an unbiased pairwise learning-to-rank algorithm." The World Wide Web Conference. 2019.
[27] Ovaisi, Zohreh, et al. "Correcting for selection bias in learning-to-rank systems." Proceedings of The Web Conference 2020. 2020.
[28] Yuan, Bowen, et al. "Unbiased Ad click prediction for position-aware advertising systems." Fourteenth ACM Conference on Recommender Systems. 2020.
[29] Qin, Zhen, et al. "Attribute-based propensity for unbiased learning in recommender systems: Algorithm and case studies." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.
【广告系统位置偏差的CTR模型优化方案】[30] Vaswani, Ashish, et al. "Attention is all you need." arXiv preprint arXiv:1706.03762 (2017).