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In collaboration with Postpartum Support International (PSI), a non-profit organization dedicated to supporting caregivers with postpartum mood and anxiety disorders, we developed three chatbots to provide context-specific empathetic support to postpartum caregivers, leveraging both rule-based and generative models.
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Sally Olderbak, Claudia Sassenrath, Johannes Keller, and Oliver Wilhelm. 2014 · 2014
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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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Kristine Lynn Haertl and Adrienne Maiers Ero-Phillips. 2019 · 2017
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Matthew Honnibal and Ines Montani. 2017 · 2017
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A Literature Review of Alternative Therapies for Postpartum Depression
Jennifer Nguyen. 2017 · 2017
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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CASS: Towards Building a Social-Support Chatbot for Online Health Community
Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Shuai Ma, Mo Yu, Xiaojuan Ma, and Hongan Wang. 2021 · 2021
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Beyond Goldfish Memory: Long-Term Open-Domain Conversation
Jing Xu, Arthur Szlam, and Jason Weston. 2021 · 2021
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TuringAdvice: A Generative and Dynamic Evaluation of Language Use. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . Association for Computational Linguistics, Online, 4856–4880
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, and Yejin Choi. 2021 · 2021
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ChatGPT: Optimizing Language Models for Dialogue
2022 · 2022
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Find local support
2022 · 2022
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Therapist empathy and client outcome: An updated meta-analysis
Robert Elliott, Arthur C. Bohart, Jeanne C. Watson, and David Murphy. 2018 · 2018
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An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study
Becky Inkster, Shubhankar Sarda, and Vinod Subramanian. 2018 · 2018
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An overview of the features of chatbots in mental health: A scoping review
Alaa A. Abd-alrazaq, Mohannad Alajlani, Ali Abdallah Alalwan, Bridgette M. Bewick, Peter Gardner, and Mowafa Househ. 2019 · 2019
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Effectiveness of an Empathic Chatbot in Combating Adverse Effects of Social Exclusion on Mood
Mauro de Gennaro, Eva G. Krumhuber, and Gale Lucas. 2020 · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) . Association for Computational Linguistics, Minneapolis, Minnesota, 4171–4186
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Usability Testing of a Healthcare Chatbot: Can We Use Conventional Methods to Assess Conversational User Interfaces?. In Proceedings of the 31st European Conference on Cognitive Ergonomics (BELFAST, United Kingdom) (ECCE ’19) . Association for Computing Machinery, New York, NY, USA, 207–214
Samuel Holmes, Anne Moorhead, Raymond Bond, Huiru Zheng, Vivien Coates, and Michael Mctear. 2019 · 2019
Cited alongside, same era.
Language Models are Unsupervised Multitask Learners
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
Cited alongside, same era.
Chatbot use cases in the Covid-19 public health response
Parham Amiri and Elena Karahanna. 2022 · 2022
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AI And The Limits Of Language
Jacob Browning and Yann LeCun. 2022 · 2022
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Anatomy of a Woebot® (WB001): agent guided CBT for women with postpartum depression
Alison Darcy, Aaron Beaudette, Emil Chiauzzi, Jade Daniels, Kim Goodwin, Timothy Y. Mariano, Paul Wicks, and Athena Robinson. 2022 · 2022
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Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues. In Proceedings of the 21st Workshop on Biomedical Language Processing . Association for Computational Linguistics, Dublin, Ireland, 285–297
Avisha Das, Salih Selek, Alia R. Warner, Xu Zuo, Yan Hu, Vipina Kuttichi Keloth, Jianfu Li, W. Jim Zheng, and Hua Xu. 2022 · 2022
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Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, and Pascale Fung. 2022 · 2022
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Fast Model Editing at Scale. In International Conference on Learning Representations
Eric Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn, and Christopher D Manning. 2022 · 2022
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Training language models to follow instructions with human feedback
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul Christiano, Jan Leike, and Ryan Lowe. 2022 · 2022
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OpenAI’s New Chatbot Will Tell You How to Shoplift And Make Explosives
Janus Rose. 2022 · 2022
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WYSA raises $20 million to expand its therapist chatbot into a wider set of mental health services
Jagmeet Singh. 2022 · 2022
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LaMDA: Language Models for Dialog Applications
Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker, Yu Du, YaGuang Li, Hongrae Lee, Huaixiu Steven Zheng, Amin Ghafouri, Marcelo Menegali, Yanping Huang, Maxim Krikun, Dmitry Lepikhin, James Qin, Dehao Chen, Yuanzhong Xu, Zhifeng Chen, Adam Roberts, Maarten Bosma, Vincent Zhao, Yanqi Zhou, Chung-Ching Chang, Igor Krivokon, Will Rusch, Marc Pickett, Pranesh Srinivasan, Laichee Man, Kathleen Meier-Hellstern, Meredith Ringel Morris, Tulsee Doshi, Renelito Delos Santos, Toju Duke, Johnny Soraker, Ben Zevenbergen, Vinodkumar Prabhakaran, Mark Diaz, Ben Hutchinson, Kristen Olson, Alejandra Molina, Erin Hoffman-John, Josh Lee, Lora Aroyo, Ravi Rajakumar, Alena Butryna, Matthew Lamm, Viktoriya Kuzmina, Joe Fenton, Aaron Cohen, Rachel Bernstein, Ray Kurzweil, Blaise Aguera-Arcas, Claire Cui, Marian Croak, Ed Chi, and Quoc Le. 2022 · 2022
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Survey on psychotherapy chatbots
Bei Xu and Ziyuan Zhuang. 2022 · 2022
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