{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T05:13:45Z","timestamp":1775193225733,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,8,14]],"date-time":"2022-08-14T00:00:00Z","timestamp":1660435200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["IIS-1549981, DRL-2026584, CNS-1828521"],"award-info":[{"award-number":["IIS-1549981, DRL-2026584, CNS-1828521"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,8,14]]},"DOI":"10.1145\/3534678.3539430","type":"proceedings-article","created":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T19:06:12Z","timestamp":1660331172000},"page":"273-282","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers"],"prefix":"10.1145","author":[{"given":"Khalil","family":"Damak","sequence":"first","affiliation":[{"name":"University of Louisville, Louisville, KY, USA"}]},{"given":"Sami","family":"Khenissi","sequence":"additional","affiliation":[{"name":"University of Louisville, Louisville, KY, USA"}]},{"given":"Olfa","family":"Nasraoui","sequence":"additional","affiliation":[{"name":"University of Louisville, Louisville, KY, USA"}]}],"member":"320","published-online":{"date-parts":[[2022,8,14]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1055709.1055714"},{"key":"e_1_3_2_2_2_1","volume-title":"2020 a. Bias and Debias in Recommender System: A Survey and Future Directions. arXiv preprint arXiv:2010.03240","author":"Chen Jiawei","year":"2020","unstructured":"Jiawei Chen, Hande Dong, Xiang Wang, Fuli Feng, Meng Wang, and Xiangnan He. 2020 a. Bias and Debias in Recommender System: A Survey and Future Directions. arXiv preprint arXiv:2010.03240 (2020)."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"crossref","unstructured":"Jiawei Chen Can Wang Sheng Zhou Qihao Shi Jingbang Chen Yan Feng and Chun Chen. 2020 b. Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback.. In AAAI. 3470--3477.","DOI":"10.1609\/aaai.v34i04.5751"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313582"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474274"},{"key":"e_1_3_2_2_7_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783346"},{"key":"e_1_3_2_2_9_1","volume-title":"Exploring Longitudinal Effects of Session-based Recommendations. In Fourteenth ACM Conference on Recommender Systems. 474--479","author":"Ferraro Andres","year":"2020","unstructured":"Andres Ferraro, Dietmar Jannach, and Xavier Serra. 2020. Exploring Longitudinal Effects of Session-based Recommendations. In Fourteenth ACM Conference on Recommender Systems. 474--479."},{"key":"e_1_3_2_2_10_1","volume-title":"Proceedings of KDD Cup","author":"Gantner Zeno","year":"2012","unstructured":"Zeno Gantner, Lucas Drumond, Christoph Freudenthaler, and Lars Schmidt-Thieme. 2012. Personalized ranking for non-uniformly sampled items. In Proceedings of KDD Cup 2011. PMLR, 231--247."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2911489"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271761"},{"key":"e_1_3_2_2_14_1","volume-title":"Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939","author":"Hidasi Bal\u00e1zs","year":"2015","unstructured":"Bal\u00e1zs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk. 2015. Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 (2015)."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00035"},{"key":"e_1_3_2_2_18_1","volume-title":"Shape, contour and grouping in computer vision","author":"LeCun Yann","unstructured":"Yann LeCun, Patrick Haffner, L\u00e9on Bottou, and Yoshua Bengio. 1999. Object recognition with gradient-based learning. In Shape, contour and grouping in computer vision. Springer, 319--345."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/1871437.1871559"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883090"},{"key":"e_1_3_2_2_21_1","volume-title":"A Critical Review of Recurrent Neural Networks for Sequence Learning. CoRR","author":"Lipton Zachary Chase","year":"2015","unstructured":"Zachary Chase Lipton. 2015. A Critical Review of Recurrent Neural Networks for Sequence Learning. CoRR, Vol. abs\/1506.00019 (2015)."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557094"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.16"},{"key":"e_1_3_2_2_25_1","volume-title":"Sequence level training with recurrent neural networks. arXiv preprint arXiv:1511.06732","author":"Ranzato Marc'Aurelio","year":"2015","unstructured":"Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, and Wojciech Zaremba. 2015. Sequence level training with recurrent neural networks. arXiv preprint arXiv:1511.06732 (2015)."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401111"},{"key":"e_1_3_2_2_27_1","volume-title":"NeurIPS 2019 Workshop on Causal Machine Learning.","author":"Saito Yuta","year":"2019","unstructured":"Yuta Saito. 2019. Unbiased Pairwise Learning from Implicit Feedback. In NeurIPS 2019 Workshop on Causal Machine Learning."},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371783"},{"key":"e_1_3_2_2_29_1","volume-title":"international conference on machine learning. PMLR, 1670--1679","author":"Schnabel Tobias","year":"2016","unstructured":"Tobias Schnabel, Adith Swaminathan, Ashudeep Singh, Navin Chandak, and Thorsten Joachims. 2016. Recommendations as treatments: Debiasing learning and evaluation. In international conference on machine learning. PMLR, 1670--1679."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308560.3317303"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159656"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1177\/107769905303000401"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043955"},{"key":"e_1_3_2_2_35_1","volume-title":"Attention is all you need. arXiv preprint arXiv:1706.03762","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. arXiv preprint arXiv:1706.03762 (2017)."},{"key":"e_1_3_2_2_36_1","volume-title":"A survey on session-based recommender systems. arXiv preprint arXiv:1902.04864","author":"Wang Shoujin","year":"2019","unstructured":"Shoujin Wang, Longbing Cao, Yan Wang, Quan Z Sheng, Mehmet Orgun, and Defu Lian. 2019. A survey on session-based recommender systems. arXiv preprint arXiv:1902.04864 (2019)."},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380098"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240355"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974973.41"},{"key":"e_1_3_2_2_40_1","volume-title":"TBTF: an effective time-varying bias tensor factorization algorithm for recommender system. Applied Intelligence","author":"Zhao Jianli","year":"2021","unstructured":"Jianli Zhao, Shangcheng Yang, Huan Huo, Qiuxia Sun, and Xijiao Geng. 2021. TBTF: an effective time-varying bias tensor factorization algorithm for recommender system. Applied Intelligence (2021), 1--12."},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/264"}],"event":{"name":"KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Washington DC USA","acronym":"KDD '22","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539430","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3534678.3539430","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3534678.3539430","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:03:03Z","timestamp":1750186983000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539430"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,14]]},"references-count":41,"alternative-id":["10.1145\/3534678.3539430","10.1145\/3534678"],"URL":"https:\/\/doi.org\/10.1145\/3534678.3539430","relation":{},"subject":[],"published":{"date-parts":[[2022,8,14]]},"assertion":[{"value":"2022-08-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}