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Dynamic memory: A theory of reminding and learning in computers and people. cambridge university press. Roger C Schank. 1983. Dynamic memory: A theory of reminding and learning in computers and people. cambridge university press."},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1097\/00001888-199010000-00001"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"crossref","unstructured":"Florian Schroff Dmitry Kalenichenko and James Philbin. 2015. FaceNet: A unified embedding for face recognition and clustering. In CVPR. 815--823. Florian Schroff Dmitry Kalenichenko and James Philbin. 2015. FaceNet: A unified embedding for face recognition and clustering. In CVPR. 815--823.","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"crossref","unstructured":"Agarwal Shubham Dusek Ondrej Konstas Ioannis and Rieser Verena. 2018. A Knowledge-Grounded Multimodal Search-Based Conversational Agent. In SCAI@EMNLP. 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Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. In ACL. 1208--1218. Tiancheng Zhao Kaige Xie and Maxine Eskenazi. 2019. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. In ACL. 1208--1218."},{"key":"e_1_3_2_2_51_1","unstructured":"Xin Zheng Zhirui Zhang Junliang Guo Shujian Huang Boxing Chen Weihua Luo and Jiajun Chen. 2021. Adaptive Nearest Neighbor Machine Translation. In ACL. 368--374. Xin Zheng Zhirui Zhang Junliang Guo Shujian Huang Boxing Chen Weihua Luo and Jiajun Chen. 2021. Adaptive Nearest Neighbor Machine Translation. In ACL. 368--374."},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"crossref","unstructured":"Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason Corso and Jianfeng Gao. 2020. Unified vision-language pre-training for image captioning and vqa. In AAAI. 13041--13049. 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