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We consider the problem of designing an artificial agent capable of interacting with humans in collaborative dialogue to produce creative, engaging narratives.
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From linear story generation to branching story graphs
Riedl, M. O. and Young, R. M · 2006
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Improvisation and devising: The circle of expectation, the invisible hand, and rsvp
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A savvy robot standup comic: Online learning through audience tracking
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Generating sequences with recurrent neural networks
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Delivering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully automated conversational agent (woebot): A randomized controlled trial
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Generating sentences by editing prototypes
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Toward controlled generation of text
Hu, Z., Yang, Z., Liang, X., Salakhutdinov, R., and Xing, E. P · 2017
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Recurrent topic-transition gan for visual paragraph generation
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Improvisational storytelling agents
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Plotter: operationalizing the master book of all plots
Eger, M., Potts, C. M., Barot, C., and Young, R. M · 2015
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A diversity-promoting objective function for neural conversation models
Li, J., Galley, M., Brockett, C., Gao, J., and Dolan, B · 2015
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Neural machine translation of rare words with subword units
Sennrich, R., Haddow, B., and Birch, A · 2015
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A neural network approach to context-sensitive generation of conversational responses
Sordoni, A., Galley, M., Auli, M., Brockett, C., Ji, Y., Mitchell, M., Nie, J.-Y., Gao, J., and Dolan, B · 2015
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Vinyals, O. and Le, Q · 2015
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Learning end-to-end goal-oriented dialog
Bordes, A., Boureau, Y.-L., and Weston, J · 2016
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Improvised comedy as a turing test
Mathewson, K. W. and Mirowski, P · 2017
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Talking to machines about personal mental health problems
Miner, A., Milstein, A., and Hancock, J · 2017
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Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., and Polosukhin, I · 2017
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Emotional chatting machine: emotional conversation generation with internal and external memory
Zhou, H., Huang, M., Zhang, T., Zhu, X., and Liu, B · 2017
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Affective neural response generation
Asghar, N., Poupart, P., Hoey, J., Jiang, X., and Mou, L · 2018
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Cer, D., Yang, Y., Kong, S.-y., Hua, N., Limtiaco, N., John, R. S., Constant, N., Guajardo-Cespedes, M., Yuan, S., Tar, C., et al · 2018
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Predicting movie genres based on plot summaries
Hoang, Q · 2018
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Opensubtitles 2018: Statistical rescoring of sentence alignments in large, noisy parallel corpora
Lison, P., Tiedemann, J., and Kouylekov, M · 2018
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Generating wikipedia by summarizing long sequences
Liu, P. J., Saleh, M., Pot, E., Goodrich, B., Sepassi, R., Kaiser, L., and Shazeer, N · 2018
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Smart conversational agents for reminiscence
Nikitina, S., Callaioli, S., and Baez, M · 2018
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On evaluating and comparing conversational agents
Venkatesh, A., Khatri, C., Ram, A., Guo, F., Gabriel, R., Nagar, A., Prasad, R., Cheng, M., Hedayatnia, B., Metallinou, A., Goel, R., Yang, S., and Raju, A · 2018
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Retrieve and refine: Improved sequence generation models for dialogue
Weston, J., Dinan, E., and Miller, A. H · 2018
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Personalizing dialogue agents: I have a dog, do you have pets too?
Zhang, S., Dinan, E., Urbanek, J., Szlam, A., Kiela, D., and Weston, J · 2018
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