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Self-learning paradigms in large-scale conversational AI agents tend to leverage user feedback in bridging between what they say and what they mean.
Simrank++: Query rewriting through link analysis of the clickgraph (poster)
Ioannis Antonellis, Hector Garcia-Molina, and Chi-Chao Chang. 2008 · 2008
Earlier work this paper cites.
Patterns of query reformulation during web searching
Bernard J Jansen, Danielle L Booth, and Amanda Spink. 2009 · 2009
Earlier work this paper cites.
Query rewriting using monolingual statistical machine translation
Stefan Riezler and Yi Liu. 2010 · 2010
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Introduction to probability
Charles Miller Grinstead and James Laurie Snell. 2012 · 2012
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Robust dialogue utterance rewriting as sequence tagging
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, and Dong Yu. 2020 · 2012
Earlier work this paper cites.
Top-n recommendation with missing implicit feedback
Daryl Lim, Julian McAuley, and Gert Lanckriet. 2015 · 2015
Earlier work this paper cites.
https://www.evanmiller.org/bayesian-ab-testing.html
Evan Miller. 2015 · 2015
Earlier work this paper cites.
Hidden technical debt in machine learning systems
D. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young, Jean-François Crespo, and Dan Dennison. 2015 · 2015
Earlier work this paper cites.
Concrete problems in ai safety
Dario Amodei, Chris Olah, Jacob Steinhardt, Paul Christiano, John Schulman, and Dan Mané. 2016 · 2016
Earlier work this paper cites.
Learning to rewrite queries
Yunlong He, Jiliang Tang, Hua Ouyang, Changsung Kang, Dawei Yin, and Yi Chang. 2016 · 2016
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How algorithmic confounding in recommendation systems increases homogeneity and decreases utility
Allison J. B. Chaney, Brandon M. Stewart, and Barbara E. Engelhardt. 2018 · 2018
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Neural approaches to conversational ai
Jianfeng Gao, Michel Galley, and Lihong Li. 2018 · 2018
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Scaling multi-domain dialogue state tracking via query reformulation
Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, and Mathias Lambert. 2019 · 2019
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Improving multi-turn dialogue modelling with utterance rewriter
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, and Jie Zhou. 2019 · 2019
Cited alongside, same era.
Debiasing the human-recommender system feedback loop in collaborative filtering
Unbiased recommender learning from missing-not-at-random implicit feedback
Yuta Saito, Suguru Yaginuma, Yuta Nishino, Hayato Sakata, and Kazuhide Nakata. 2020 · 2020
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Search based self-learning query rewrite system in conversational ai
Xing Fan, Eunah Cho, Xiaojiang Huang, and Chenlei Guo. 2021 · 2021
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Robertaiq: An efficient framework for automatic interactionquality estimation of dialogue systems
Saurabh Gupta, Xing Fan, Derek Liu, Benjamin Yao, Yuan Ling, Kun Zhou, Tuan-Hung KPham, and Chenlei Guo. 2021 · 2021
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Hidden feedback loops in machine learning systems: A simulation model and preliminary results
Anton Khritankov. 2021 · 2021
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A survey on bias and fairness in machine learning
Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, and Aram Galstyan. 2021 · 2021
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Wenlong Sun, Sami Khenissi, Olfa Nasraoui, and Patrick Shafto. 2019 · 2019
Cited alongside, same era.
Feedback Loop and Bias Amplification in Recommender Systems , page 2145–2148. Association for Computing Machinery, New York, NY, USA
Masoud Mansoury, Himan Abdollahpouri, Mykola Pechenizkiy, Bamshad Mobasher, and Robin Burke. 2020 · 2020
Cited alongside, same era.
Feedback-based self-learning in large-scale conversational ai agents
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, and Ruhi Sarikaya. 2020 · 2020
Cited alongside, same era.
Personalized query rewriting in conversational ai agents
Alireza Roshan-Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, and Chenlei Guo. 2020 · 2020
Cited alongside, same era.
Mondegreen: A post-processing solution to speech recognition error correction for voice search queries
Sukhdeep S. Sodhi, Ellie Ka-In Chio, Ambarish Jash, Santiago Ontañón, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, and Tushar Chandra. 2021 · 2021
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Graph enhanced query rewriting for spoken language understanding system
Siyang Yuan, Saurabh Gupta, Xing Fan, Derek Liu, Yang Liu, and Chenlei Guo. 2021 · 2021
Later among the works it cites.
User Feedback and Ranking In-a-Loop: Towards Self-Adaptive Dialogue Systems , page 2046–2050. Association for Computing Machinery, New York, NY, USA
Chen Shi, Yuxiang Hu, Zengming Zhang, Liang Shao, and Feijun Jiang. 2021 · 2050
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