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Generative dialogue models currently suffer from a number of problems which standard maximum likelihood training does not address.
Negative training for neural dialogue response generation
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Latent relation language models
Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, and Graham Neubig. 2019 · 1908
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Neural text generation with unlikelihood training
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Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H Miller, and Sebastian Riedel. 2019 · 1909
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Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 1910
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A large annotated corpus for learning natural language inference
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Hafez: an interactive poetry generation system
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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
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Controllable abstractive summarization
Angela Fan, David Grangier, and Michael Auli. 2018 · 2018
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Strategy of the negative sampling for training retrieval-based dialogue systems
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Counterfactual story reasoning and generation
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Personalizing dialogue agents: I have a dog, do you have pets too?
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Dialogue natural language inference
Sean Welleck, Jason Weston, Arthur Szlam, and Kyunghyun Cho. 2019b
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Language models are unsupervised multitask learners
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The second conversational intelligence challenge (ConvAI2)
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