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Association for Computational Linguistics, 2605-- 2610 . https:\/\/doi.org\/10.18653\/v1\/p19--1248 10.18653\/v1 Mengting Wan, Rishabh Misra, Ndapa Nakashole, and Julian J. McAuley. 2019. Fine-Grained Spoiler Detection from Large-Scale Review Corpora. In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, Anna Korhonen, David R. Traum, and Llu\u00eds M\u00e0rquez (Eds.). Association for Computational Linguistics, 2605--2610. https:\/\/doi.org\/10.18653\/v1\/p19--1248"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/2348283.2348385"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.04.018"},{"key":"e_1_3_2_1_51_1","unstructured":"Haolun Wu Chen Ma Bhaskar Mitra Fernando Diaz and Xue Liu. 2022. Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation. 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