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Gunrock 2.0 is built on top of Gunrock with an emphasis on user adaptation.
Conversation acts in task-oriented spoken dialogue
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Long short-term memory
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The double metaphone search algorithm
Philips, L · 2000
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The elements of AIML style. ALICE AI Foundation., 2004
Wallace, R · 2004
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Chameleons in imagined conversations: A new approach to understanding coordination of linguistic style in dialogs
Danescu-Niculescu-Mizil, C., and Lee, L · 2011
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Learning word vectors for sentiment analysis
Maas, A. L., Daly, R. E., Pham, P. T., Huang, D., Ng, A. Y., and Potts, C · 2011
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Universal conceptual cognitive annotation (ucca)
Abend, O., and Rappoport, A · 2013
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Recursive deep models for semantic compositionality over a sentiment treebank
Socher, R., Perelygin, A., Wu, J., Chuang, J., Manning, C. D., Ng, A., and Potts, C · 2013
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The Stanford CoreNLP natural language processing toolkit
Manning, C. D., Surdeanu, M., Bauer, J., Finkel, J., Bethard, S. J., and McClosky, D · 2014
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Training deep neural networks on noisy labels with bootstrapping
Reed, S., Lee, H., Anguelov, D., Szegedy, C., Erhan, D., and Rabinovich, A · 2014
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Sequence to sequence learning with neural networks
Sutskever, I., Vinyals, O., and Le, Q. V · 2014
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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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Vinyals, O., and Le, Q. V · 2015
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Deep reinforcement learning for dialogue generation
Li, J., Monroe, W., Ritter, A., Galley, M., Gao, J., and Jurafsky, D · 2016
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Lsh ensemble: Internet-scale domain search
Zhu, E., Nargesian, F., Pu, K. Q., and Miller, R. J · 2016
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Neural AMR: sequence-to-sequence models for parsing and generation
Konstas, I., Iyer, S., Yatskar, M., Choi, Y., and Zettlemoyer, L · 2017
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Deep active learning for named entity recognition
Shen, Y., Yun, H., Lipton, Z. C., Kronrod, Y., and Anandkumar, A · 2017
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Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., and Polosukhin, I · 2017
Cited alongside, same era.
From eliza to xiaoice: Challenges and opportunities with social chatbots
Shum, H., He, X., and Li, D · 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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Dependency parsing for spoken dialog systems
Davidson, S., Yu, D., and Yu, Z · 2019
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Mimic and rephrase: Reflective listening in open-ended dialogue
Dieter, J., Wang, T., Chaganty, A. T., Angeli, G., and Chang, A. X · 2019
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Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations
Gopalakrishnan, K., Hedayatnia, B., Chen, Q., Gottardi, A., Kwatra, S., Venkatesh, A., Gabriel, R., and Hakkani-Tür, D · 2019
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Zhao, T., Zhao, R., and Eskénazi, M · 2017
Cited alongside, same era.
Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling
Budzianowski, P., Wen, T.-H., Tseng, B.-H., Casanueva, I., Ultes, S., Ramadan, O., and Gašić, M · 2018
Cited alongside, same era.
Gunrock: Building a human-like social bot by leveraging large scale real user data
Chen, C.-Y., Yu, D., Wen, W., Yang, Y. M., Zhang, J., Zhou, M., Jesse, K., Chau, A., Bhowmick, A., Iyer, S., Sreenivasulu, G., Cheng, R., Bhandare, A., and Yu, Z · 2018
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Devlin, J., Chan, M.-W., Lee, K., and Toutanova, K · 2018
Cited alongside, same era.
Wizard of wikipedia: Knowledge-powered conversational agents
Dinan, E., Roller, S., Shuster, K., Fan, A., Auli, M., and Weston, J · 2018
Cited alongside, same era.
Sounding board: A user-centric and content-driven social chatbot
Fang, H., Cheng, H., Sap, M., Clark, E., Holtzman, A., Choi, Y., Smith, N. A., and Ostendorf, M · 2018
Cited alongside, same era.
Detecting offensive content in open-domain conversations using two stage semi-supervision, 2018
Khatri, C., Hedayatnia, B., Goel, R., Venkatesh, A., Gabriel, R., and Mandal, A · 2018
Cited alongside, same era.
Advancing the state of the art in open domain dialog systems through the alexa prize, 2018
Khatri, C., Hedayatnia, B., Venkatesh, A., Nunn, J., Pan, Y., Liu, Q., Song, H., Gottardi, A., Kwatra, S., Pancholi, S., Cheng, M., Chen, Q., Stubel, L., Gopalakrishnan, K., Bland, K., Gabriel, R., Mandal, A., Hakkani-Tur, D., Hwang, G., Michel, N., King, E., and Prasad, R · 2018
Cited alongside, same era.
Wang, X., Shi, W., Kim, R., Oh, Y., Yang, S., Zhang, J., and Yu, Z · 2019
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Alternating roles dialog model with large-scale pre-trained language models, 2019
Wu, Q., Zhang, Y., Li, Y., and Yu, Z · 2019
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Gunrock: A social bot for complex and engaging long conversations
Yu, D., Cohn, M., Yang, Y. M., Chen, C. Y., Wen, W., Zhang, J., Zhou, M., Jesse, K., Chau, A., Bhowmick, A., Iyer, S., Sreenivasulu, G., Davidson, S., Bhandare, A., and Yu, Z · 2019
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UC Davis at SemEval-2019 task 1: DAG semantic parsing with attention-based decoder
Yu, D., and Sagae, K · 2019
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Midas: A dialog act annotation scheme for open domain human machine spoken conversations
Yu, D., and Yu, Z · 2019
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Dialogpt: Large-scale generative pre-training for conversational response generation
Zhang, Y., Sun, S., Galley, M., Chen, Y., Brockett, C., Gao, X., Gao, J., Liu, J., and Dolan, B · 2019
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Towards a human-like open-domain chatbot
Adiwardana, D., Luong, M.-T., So, D., Hall, J., Fiedel, N., Thoppilan, R., Yang, Z., Kulshreshtha, A., Nemade, G., Lu, Y., and Le, Q. V · 2020
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Recipes for building an open-domain chatbot
Roller, S., Dinan, E., Goyal, N., Ju, D., Williamson, M., Liu, Y., Xu, J., Ott, M., Shuster, K., Smith, E. M., Boureau, Y.-L., and Weston, J · 2020
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Filling conversation ellipsis for better social dialog understanding
Zhang, X., Li, C., Yu, D., Davidson, S., and Yu, Z · 2020
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