Fetching the paper…
Reading the bibliography…
Digital assistants are experiencing rapid growth due to their ability to assist users with day-to-day tasks where most dialogues are happening multi-turn.
Roberta: A robustly optimized BERT pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
Earlier work this paper cites.
Acute-eval: Improved dialogue evaluation with optimized questions and multi-turn comparisons
Margaret Li, Jason Weston, and Stephen Roller. 2019 · 1909
Earlier work this paper cites.
The eighth dialog system technology challenge
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, et al. 2019 · 1911
Earlier work this paper cites.
Task complexity: A review and analysis
Donald J. Campbell. 1988 · 1988
Earlier work this paper cites.
Metrics for evaluating dialogue strategies in a spoken language system
Morena Danieli and Elisabetta Gerbino. 1995 · 1995
Earlier work this paper cites.
Paradise: A framework for evaluating spoken dialogue agents
Marilyn A Walker, Diane J Litman, Candace A Kamm, and Alicia Abella. 1997 · 1997
Earlier work this paper cites.
Towards a human-like open-domain chatbot
Daniel Adiwardana, Minh-Thang Luong, David R So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, et al. 2020 · 2001
Earlier work this paper cites.
Subjective assessment of speech-system interface usability
Kate S Hone and Robert Graham. 2001 · 2001
Earlier work this paper cites.
Electra: Pre-training text encoders as discriminators rather than generators
Kevin Clark, Minh-Thang Luong, Quoc V Le, and Christopher D Manning. 2020 · 2003
Earlier work this paper cites.
Guided dialog policy learning without adversarial learning in the loop
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, and Jianfeng Gao. 2020 · 2004
Earlier work this paper cites.
Recipes for building an open-domain chatbot
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M Smith, et al. 2020 · 2004
Earlier work this paper cites.
Parameters for quantifying the interaction with spoken dialogue telephone services
Sebastian Möller. 2005 · 2005
Earlier work this paper cites.
Methods for evaluating interactive information retrieval systems with users
Diane Kelly. 2009 · 2009
Earlier work this paper cites.
Predicting user engagement status for online evaluation of intelligent assistants
Rui Meng, Zhen Yue, and Alyssa Glass. 2020 · 2010
Cited alongside, same era.
Metrics and evaluation of spoken dialogue systems
Helen Hastie. 2012 · 2012
Cited alongside, same era.
Predicting user satisfaction in spoken dialog system evaluation with collaborative filtering
Zhaojun Yang, Gina-Anne Levow, and Helen Meng. 2012 · 2012
Cited alongside, same era.
Absence time and user engagement: evaluating ranking functions
Georges Dupret and Mounia Lalmas. 2013 · 2013
Cited alongside, same era.
Online multitasking and user engagement
Janette Lehmann, Mounia Lalmas, Georges Dupret, and Ricardo A. Baeza-Yates. 2013 · 2013
Cited alongside, same era.
Evaluating and predicting user engagement change with degraded search relevance
Why we need new evaluation metrics for nlg
Jekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, and Verena Rieser. 2017 · 2017
Later among the works it cites.
Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling
Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gasic. 2018 · 2018
Later among the works it cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
Later among the works it cites.
Dialogue generation: From imitation learning to inverse reinforcement learning
Ziming Li, Julia Kiseleva, and Maarten de Rijke. 2018 · 2018
Later among the works it cites.
Adversarial learning of task-oriented neural dialog models
Bing Liu and Ian Lane. 2018 · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Yang Song, Xiaolin Shi, and Xin Fu. 2013 · 2013
Cited alongside, same era.
Development and evaluation of search tasks for iir experiments using a cognitive complexity framework
Diane Kelly, Jaime Arguello, Ashlee Edwards, and Wan-ching Wu. 2015 · 2015
Cited alongside, same era.
Human-level control through deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, et al. 2015 · 2015
Cited alongside, same era.
Understanding user satisfaction with intelligent assistants
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C Crook, Imed Zitouni, and Tasos Anastasakos. 2016b · 2016
Cited alongside, same era.
A user simulator for task-completion dialogues
Xiujun Li, Zachary C Lipton, Bhuwan Dhingra, Lihong Li, Jianfeng Gao, and Yun-Nung Chen. 2016 · 2016
Cited alongside, same era.
Chia-Wei Liu, Ryan Lowe, Iulian V Serban, Michael Noseworthy, Laurent Charlin, and Joelle Pineau. 2016 · 2016
Cited alongside, same era.
Iterative policy learning in end-to-end trainable task-oriented neural dialog models
Bing Liu and Ian Lane. 2017 · 2017
Cited alongside, same era.
A structured review of the validity of bleu
Ehud Reiter. 2018 · 2018
Later among the works it cites.
Discriminative deep dyna-q: Robust planning for dialogue policy learning
Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, and Yun-Nung Chen. 2018 · 2018
Later among the works it cites.
Reinforcement learning: An introduction
Richard S Sutton and Andrew G Barto. 2018 · 2018
Later among the works it cites.
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 · 2018
Later among the works it cites.
ConvLab: Multi-domain end-to-end dialog system platform
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, and Jianfeng Gao. 2019 · 2019
Later among the works it cites.
ChatEval: A tool for chatbot evaluation
João Sedoc, Daphne Ippolito, Arun Kirubarajan, Jai Thirani, Lyle Ungar, and Chris Callison-Burch. 2019 · 2019
Later among the works it cites.
Guided dialog policy learning: Reward estimation for multi-domain task-oriented dialog
Ryuichi Takanobu, Hanlin Zhu, and Minlie Huang. 2019 · 2019
Later among the works it cites.
ConvLab-2: An open-source toolkit for building, evaluating, and diagnosing dialogue systems
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, and Minlie Huang. 2020 · 2020
Later among the works it cites.