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In order to build self-consistent personalized dialogue agents, previous research has mostly focused on textual persona that delivers personal facts or personalities.
Visual entailment: A novel task for fine-grained image understanding
Ning Xie, Farley Lai, Derek Doran, and Asim Kadav. 2019 · 1901
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Personalized dialogue generation with diversified traits
Yinhe Zheng, Guanyi Chen, Minlie Huang, Song Liu, and Xuan Zhu. 2019 · 1901
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Retinaface: Single-stage dense face localisation in the wild
Jiankang Deng, J. Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, and Stefanos Zafeiriou. 2019 · 1905
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Episodic and semantic memory
Endel Tulving. 1972 · 1972
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Episodic memory: from mind to brain
Endel Tulving. 2002 · 2002
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Belief and recollection of autobiographical memories
David Rubin, Robert Schrauf, and Daniel Greenberg. 2003 · 2003
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The identity function of autobiographical memory: Time is on our side
Anne E Wilson and Michael W. Ross. 2003 · 2003
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Memory and the self
Martin A. Conway. 2005 · 2005
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PERSONAGE: Personality generation for dialogue
François Mairesse and Marilyn Walker. 2007 · 2007
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Episodic memories
Martin A. Conway. 2009 · 2009
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Psychology
D.L. Schacter, D.T. Gilbert, and D.M. Wegner. 2009 · 2009
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Cutting the gordian knot: The moving-average type–token ratio (mattr)
Michael A. Covington and Joe D. McFall. 2010 · 2010
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Mtld, vocd-d, and hd-d: A validation study of sophisticated approaches to lexical diversity assessment
Philip M. McCarthy and Scott Jarvis. 2010 · 2010
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Computing krippendorff’s alpha-reliability
Klaus Krippendorff. 2011 · 2011
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Im2text: Describing images using 1 million captioned photographs
Vicente Ordonez, Girish Kulkarni, and Tamara Berg. 2011 · 2011
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Openvidial: A large-scale, open-domain dialogue dataset with visual contexts
Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, and Jiwei Li. 2020 · 2012
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, and Piotr Dollár. 2014 · 2014
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A large annotated corpus for learning natural language inference
Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2015 · 2015
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Seven-in-ten reddit users get news on the site
Michael Barthel, Galen Stocking, Jesse Holcomb, and Amy Mitchell. 2016 · 2016
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A persona-based neural conversation model
Jiwei Li, Michel Galley, Chris Brockett, Georgios Spithourakis, Jianfeng Gao, and Bill Dolan. 2016 · 2016
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Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, and Zbigniew Wojna. 2016 · 2016
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Visual dialog
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Jose M. F. Moura, Devi Parikh, and Dhruv Batra. 2017 · 2017
Earlier work this paper cites.
Visual genome: Connecting language and vision using crowdsourced dense image annotations
Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, and Li Fei-Fei. 2017 · 2017
Earlier work this paper cites.
Five dimensions of online persona
Christopher Moore, Kim Barbour, and Katja Lee. 2017 · 2017
Earlier work this paper cites.
Image-grounded conversations: Multimodal context for natural question and response generation
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios Spithourakis, and Lucy Vanderwende. 2017 · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
Training millions of personalized dialogue agents
Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, and Antoine Bordes. 2018 · 2018
Cited alongside, same era.
Assigning personality/profile to a chatting machine for coherent conversation generation
Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, and Xiaoyan Zhu. 2018 · 2018
Cited alongside, same era.
Conceptual captions: A cleaned, hypernymed, image alt-text dataset for automatic image captioning
Piyush Sharma, Nan Ding, Sebastian Goodman, and Radu Soricut. 2018 · 2018
Cited alongside, same era.
An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, and Neil Houlsby. 2021 · 2021
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CLIPScore: A reference-free evaluation metric for image captioning
Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, and Yejin Choi. 2021 · 2021
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Constructing multi-modal dialogue dataset by replacing text with semantically relevant images
Nyoungwoo Lee, Suwon Shin, Jaegul Choo, Ho-Jin Choi, and Sung-Hyon Myaeng. 2021 · 2021
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Align before fuse: Vision and language representation learning with momentum distillation
Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, and Steven C. H. Hoi. 2021 · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever. 2021 · 2021
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A broad-coverage challenge corpus for sentence understanding through inference
Adina Williams, Nikita Nangia, and Samuel Bowman. 2018 · 2018
Cited alongside, same era.
Personalizing dialogue agents: I have a dog, do you have pets too?
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, and Jason Weston. 2018 · 2018
Cited alongside, same era.
Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
Jiasen Lu, Dhruv Batra, Devi Parikh, and Stefan Lee. 2019 · 2019
Cited alongside, same era.
Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
Objects365: A large-scale, high-quality dataset for object detection
Shuai Shao, Zeming Li, Tianyuan Zhang, Chao Peng, Gang Yu, Xiangyu Zhang, Jing Li, and Jian Sun. 2019 · 2019
Cited alongside, same era.
A corpus for reasoning about natural language grounded in photographs
Alane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai, and Yoav Artzi. 2019 · 2019
Cited alongside, same era.
Learning to speak and act in a fantasy text adventure game
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, and Jason Weston. 2019 · 2019
Cited alongside, same era.
Later among the works it cites.
Are gender-neutral queries really gender-neutral? mitigating gender bias in image search
Jialu Wang, Yang Liu, and Xin Eric Wang. 2021 · 2021
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Automatically select emotion for response via personality-affected emotion transition
Zhiyuan Wen, Jiannong Cao, Ruosong Yang, Shuaiqi Liu, and Jiaxing Shen. 2021 · 2021
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PhotoChat: A human-human dialogue dataset with photo sharing behavior for joint image-text modeling
Xiaoxue Zang, Lijuan Liu, Maria Wang, Yang Song, Hao Zhang, and Jindong Chen. 2021 · 2021
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Identifying inherent disagreement in natural language inference
Xinliang Frederick Zhang and Marie-Catherine de Marneffe. 2021 · 2021
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Mmchat: Multi-modal chat dataset on social media
Yinhe Zheng, Guanyi Chen, Xin Liu, and Ke Wei Lin. 2021 · 2021
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Keep me updated! memory management in long-term conversations
Sanghwan Bae, Donghyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woomyoung Park, and Nako Sung. 2022 · 2022
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A model-agnostic data manipulation method for persona-based dialogue generation
Yu Cao, Wei Bi, Meng Fang, Shuming Shi, and Dacheng Tao. 2022 · 2022
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Fine-grained image captioning with CLIP reward
Jaemin Cho, Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, and Mohit Bansal. 2022 · 2022
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Regional distribution of desktop traffic to reddit.com as of february 2022 by country,
J Clement. 2022 · 2022
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CLIPDraw: Exploring text-to-drawing synthesis through language-image encoders
Kevin Frans, Lisa Soros, and Olaf Witkowski. 2022 · 2022
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Call for customized conversation: Customized conversation grounding persona and knowledge
Yoonna Jang, Jung Hoon Lim, Yuna Hur, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim, and Heuiseok Lim. 2022 · 2022
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Leveraging visual knowledge in language tasks: An empirical study on intermediate pre-training for cross-modal knowledge transfer
Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, and Xiang Ren. 2022 · 2022
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Dialogcc: Large-scale multi-modal dialogue dataset
Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, and Ho-Jin Choi. 2022 · 2022
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Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Junnan Li, Dongxu Li, Caiming Xiong, and Steven Hoi. 2022 · 2022
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Things not written in text: Exploring spatial commonsense from visual signals
Xiao Liu, Da Yin, Yansong Feng, and Dongyan Zhao. 2022 · 2022
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Tvshowguess: Character comprehension in stories as speaker guessing
Yisi Sang, Xiangyang Mou, Mo Yu, Shunyu Yao, Jing Li, and Jeffrey Stanton. 2022 · 2022
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Multi-grained vision language pre-training: Aligning texts with visual concepts
Yan Zeng, Xinsong Zhang, and Hang Li. 2022 · 2022
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Visual commonsense in pretrained unimodal and multimodal models
Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, and Elias Stengel-Eskin. 2022 · 2022
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Less is more: Learning to refine dialogue history for personalized dialogue generation
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, and Ji-Rong Wen. 2022 · 2022
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