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Proactive dialogue systems, related to a wide range of real-world conversational applications, equip the conversational agent with the capability of leading the conversation direction towards achieving pre-defined targets or fulfilling certain goals from the system side.
The dynamics of proactivity at work
Adam M Grant and Susan J Ashford · 2008
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Stalematebreaker: A proactive content-introducing approach to automatic human-computer conversation
Xiang Li, Lili Mou, Rui Yan, and Ming Zhang · 2016
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Decoupling strategy and generation in negotiation dialogues
He He, Derek Chen, Anusha Balakrishnan, and Percy Liang · 2018
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Towards deep conversational recommendations
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, and Chris Pal · 2018
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Smarter response with proactive suggestion: A new generative neural conversation paradigm
Rui Yan and Dongyan Zhao · 2018
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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
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Towards conversational search and recommendation: System ask, user respond
Yongfeng Zhang, Xu Chen, Qingyao Ai, Liu Yang, and W. Bruce Croft · 2018
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Asking clarifying questions in open-domain information-seeking conversations
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, and W. Bruce Croft · 2019
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Build it break it fix it for dialogue safety: Robustness from adversarial human attack
Emily Dinan, Samuel Humeau, Bharath Chintagunta, and Jason Weston · 2019
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Target-guided open-domain conversation
Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P. Xing, and Zhiting Hu · 2019
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Persuasion for good: Towards a personalized persuasive dialogue system for social good
Xuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang, and Zhou Yu · 2019
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Proactive human-machine conversation with explicit conversation goal
Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, and Haifeng Wang · 2019
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Proactive systems and influenceable users: Simulating proactivity in task-oriented dialogues
Vevake Balaraman and Bernardo Magnini · 2020
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Social chemistry 101: Learning to reason about social and moral norms
Maxwell Forbes, Jena D. Hwang, Vered Shwartz, Maarten Sap, and Yejin Choi · 2020
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A simple language model for task-oriented dialogue
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, and Richard Socher · 2020
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Challenges in building intelligent open-domain dialog systems
Minlie Huang, Xiaoyan Zhu, and Jianfeng Gao · 2020
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End-to-end trainable non-collaborative dialog system
Yu Li, Kun Qian, Weiyan Shi, and Zhou Yu · 2020
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Towards conversational recommendation over multi-type dialogs
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, and Ting Liu · 2020
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Enhancing dialog coherence with event graph grounded content planning
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, and Wanxiang Che · 2020
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Generating clarifying questions for information retrieval
Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, and Gord Lueck · 2020
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Augmenting non-collaborative dialog systems with explicit semantic and strategic dialog history
Yiheng Zhou, Yulia Tsvetkov, Alan W. Black, and Zhou Yu · 2020
Cited alongside, same era.
Building and evaluating open-domain dialogue corpora with clarifying questions
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, and Mikhail S. Burtsev · 2021
Cited alongside, same era.
Just say no: Analyzing the stance of neural dialogue generation in offensive contexts
Ashutosh Baheti, Maarten Sap, Alan Ritter, and Mark O. Riedl · 2021
Cited alongside, same era.
Unified conversational recommendation policy learning via graph-based reinforcement learning
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, and Wai Lam · 2021
Cited alongside, same era.
Salesbot: Transitioning from chit-chat to task-oriented dialogues
Ssu Chiu, Maolin Li, Yen-Ting Lin, and Yun-Nung Chen · 2022
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PACIFIC: towards proactive conversational question answering over tabular and textual data in finance
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, and Tat-Seng Chua · 2022
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A unified multi-task learning framework for multi-goal conversational recommender systems
Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, and Wai Lam · 2022
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Target-guided dialogue response generation using commonsense and data augmentation
Prakhar Gupta, Harsh Jhamtani, and Jeffrey P. Bigham · 2022
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Prosocialdialog: A prosocial backbone for conversational agents
Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, and Maarten Sap · 2022
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Resper: Computationally modelling resisting strategies in persuasive conversations
Ritam Dutt, Sayan Sinha, Rishabh Joshi, Surya Shekhar Chakraborty, Meredith Riggs, Xinru Yan, Haogang Bao, and Carolyn P. Rosé · 2021
Cited alongside, same era.
Abg-coqa: Clarifying ambiguity in conversational question answering
Meiqi Guo, Mingda Zhang, Siva Reddy, and Malihe Alikhani · 2021
Cited alongside, same era.
Dialograph: Incorporating interpretable strategy-graph networks into negotiation dialogues
Rishabh Joshi, Vidhisha Balachandran, Shikhar Vashishth, Alan W. Black, and Yulia Tsvetkov · 2021
Cited alongside, same era.
Topic shift detection for mixed initiative response
Konigari Rachna, Saurabh Ramola, Vijay Vardhan Alluri, and Manish Shrivastava · 2021
Cited alongside, same era.
Refine and imitate: Reducing repetition and inconsistency in persuasion dialogues via reinforcement learning and human demonstration
Weiyan Shi, Yu Li, Saurav Sahay, and Zhou Yu · 2021
Cited alongside, same era.
Adding chit-chat to enhance task-oriented dialogues
Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, and Claire Cardie · 2021
Cited alongside, same era.
Alternating recurrent dialog model with large-scale pre-trained language models
Qingyang Wu, Yichi Zhang, Yu Li, and Zhou Yu · 2021
Cited alongside, same era.
Target-guided open-domain conversation planning
Yosuke Kishinami, Reina Akama, Shiki Sato, Ryoko Tokuhisa, Jun Suzuki, and Kentaro Inui · 2022
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Interacting with non-cooperative user: A new paradigm for proactive dialogue policy
Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, and Tat-Seng Chua · 2022
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You don’t know my favorite color: Preventing dialogue representations from revealing speakers’ private personas
Haoran Li, Yangqiu Song, and Lixin Fan · 2022
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OPERA: harmonizing task-oriented dialogs and information seeking experience
Miaoran Li, Baolin Peng, Jianfeng Gao, and Zhu Zhang · 2022
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Where to go for the holidays: Towards mixed-type dialogs for clarification of user goals
Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, and Hua Wu · 2022
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PEPDS: A polite and empathetic persuasive dialogue system for charity donation
Kshitij Mishra, Azlaan Mustafa Samad, Palak Totala, and Asif Ekbal · 2022
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Empathetic persuasion: Reinforcing empathy and persuasiveness in dialogue systems
Azlaan Mustafa Samad, Kshitij Mishra, Mauajama Firdaus, and Asif Ekbal · 2022
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Evaluating mixed-initiative conversational search systems via user simulation
Ivan Sekulic, Mohammad Aliannejadi, and Fabio Crestani · 2022
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Topkg: Target-oriented dialog via global planning on knowledge graph
Zhitong Yang, Bo Wang, Jinfeng Zhou, Yue Tan, Dongming Zhao, Kun Huang, Ruifang He, and Yuexian Hou · 2022
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Fusing task-oriented and open-domain dialogues in conversational agents
Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, and Erik Cambria · 2022
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Multiple choice questions based multi-interest policy learning for conversational recommendation
Yiming Zhang, Lingfei Wu, Qi Shen, Yitong Pang, Zhihua Wei, Fangli Xu, Bo Long, and Jian Pei · 2022
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Unids: A unified dialogue system for chit-chat and task-oriented dialogues
Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi, Yajiao Liu, Xin Jiang, Qun Liu, and Huanhuan Chen · 2022
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The moral integrity corpus: A benchmark for ethical dialogue systems
Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Y. Halevy, and Diyi Yang · 2022
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