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Answerer in Questioner's Mind (AQM) is an information-theoretic framework that has been recently proposed for task-oriented dialog systems.
Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
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A neural conversational model
Oriol Vinyals and Quoc Le · 2015
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A simple, fast diverse decoding algorithm for neural generation
Jiwei Li, Will Monroe, and Dan Jurafsky · 2016
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Diverse beam search: Decoding diverse solutions from neural sequence models
Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R Selvaraju, Qing Sun, Stefan Lee, David Crandall, and Dhruv Batra · 2016
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A network-based end-to-end trainable task-oriented dialogue system
Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young · 2016
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Tiancheng Zhao and Maxine Eskenazi · 2016
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Learning end-to-end goal-oriented dialog
Antoine Bordes and Jason Weston · 2017
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Evaluating visual conversational agents via cooperative human-ai games
Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu, Arjun Chandrasekaran, Abhishek Das, Stefan Lee, Dhruv Batra, and Devi Parikh · 2017
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Learning cooperative visual dialog agents with deep reinforcement learning
Abhishek Das, Satwik Kottur, Jose MF Moura, Stefan Lee, and Dhruv Batra · 2017
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Guesswhat?! visual object discovery through multi-modal dialogue
Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, and Aaron Courville · 2017
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A copy-augmented sequence-to-sequence architecture gives good performance on task-oriented dialogue
Mihail Eric and Christopher D Manning · 2017
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Model-agnostic meta-learning for fast adaptation of deep networks
Chelsea Finn, Pieter Abbeel, and Sergey Levine · 2017
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Criteria for human-compatible ai in two-player vision-language tasks
Cheolho Han, Sang-Woo Lee, Yujung Heo, Wooyoung Kang, Jaehyun Jun, and Byoung-Tak Zhang · 2017
Cited alongside, same era.
Codraw: Visual dialog for collaborative drawing
Jin-Hwa Kim, Devi Parikh, Dhruv Batra, Byoung-Tak Zhang, and Yuandong Tian · 2017
Cited alongside, same era.
Natural language does not emerge ‘naturally’ in multi-agent dialog
Satwik Kottur, José Moura, Stefan Lee, and Dhruv Batra · 2017
Cited alongside, same era.
End-to-end task-completion neural dialogue systems
Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, and Asli Celikyilmaz · 2017
Cited alongside, same era.
Gated end-to-end memory networks
Fei Liu and Julien Perez · 2017
Cited alongside, same era.
Ask the right questions: Active question reformulation with reinforcement learning
Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Wojciech Gajewski, Andrea Gesmundo, Neil Houlsby, and Wei Wang · 2018
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Two can play this game: Visual dialog with discriminative question generation and answering
Unnat Jain, Svetlana Lazebnik, and Alexander G Schwing · 2018
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Nsml: Meet the mlaas platform with a real-world case study
Hanjoo Kim, Minkyu Kim, Dongjoo Seo, Jinwoong Kim, Heungseok Park, Soeun Park, Hyunwoo Jo, KyungHyun Kim, Youngil Yang, Youngkwan Kim, et al · 2018
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Visual coreference resolution in visual dialog using neural module networks
Satwik Kottur, Jose MF Moura, Devi Parikh, Dhruv Batra, and Marcus Rohrbach · 2018
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Dynamic evaluation of neural sequence models
Ben Krause, Emmanuel Kahembwe, Iain Murray, and Steve Renals · 2018
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Best of both worlds: Transferring knowledge from discriminative learning to a generative visual dialog model
Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, and Dhruv Batra · 2017
Cited alongside, same era.
End-to-end optimization of goal-driven and visually grounded dialogue systems
Florian Strub, Harm de Vries, Jeremie Mary, Bilal Piot, Aaron Courville, and Olivier Pietquin · 2017
Cited alongside, same era.
Nsml: A machine learning platform that enables you to focus on your models
Nako Sung, Minkyu Kim, Hyunwoo Jo, Youngil Yang, Jingwoong Kim, Leonard Lausen, Youngkwan Kim, Gayoung Lee, Donghyun Kwak, Jung-Woo Ha, et al · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Cited alongside, same era.
Generative encoder-decoder models for task-oriented spoken dialog systems with chatting capability
Tiancheng Zhao, Allen Lu, Kyusong Lee, and Maxine Eskenazi · 2017
Cited alongside, same era.
Interactive reinforcement learning for object grounding via self-talking
Yan Zhu, Shaoting Zhang, and Dimitris Metaxas · 2017
Cited alongside, same era.
Mine: mutual information neural estimation
Ishmael Belghazi, Sai Rajeswar, Aristide Baratin, R Devon Hjelm, and Aaron Courville · 2018
Cited alongside, same era.
Answerer in questioner’s mind for goal-oriented visual dialogue
Sang-Woo Lee, Yu-Jung Heo, and Byoung-Tak Zhang · 2018
Later among the works it cites.
Visdial-rl-pytorch
Nirbhay Modhe, Viraj Prabhu, Michael Cogswell, Satwik Kottur, Abhishek Das, Stefan Lee, Devi Parikh, and Dhruv Batra · 2018
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Sudha Rao and Hal Daumé III · 2018
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Neural speed reading via skim-rnn
Minjoon Seo, Sewon Min, Ali Farhadi, and Hannaneh Hajishirzi · 2018
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Qanet: Combining local convolution with global self-attention for reading comprehension
Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, and Quoc V Le · 2018
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Sliced recurrent neural networks
Zeping Yu and Gongshen Liu · 2018
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Unsupervised discrete sentence representation learning for interpretable neural dialog generation
Tiancheng Zhao, Kyusong Lee, and Maxine Eskenazi · 2018
Later among the works it cites.