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Great research interests have been attracted to devise AI services that are able to provide mental health support.
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.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Fightin’words: Lexical feature selection and evaluation for identifying the content of political conflict
Burt L Monroe, Michael P Colaresi, and Kevin M Quinn. 2008 · 2008
Earlier work this paper cites.
Helping skills: Facilitating, exploration, insight, and action
Clara E Hill. 2009 · 2009
Earlier work this paper cites.
On the state of social media data for mental health research
Keith Harrigian, Carlos Aguirre, and Mark Dredze. 2020 · 2011
Earlier work this paper cites.
Computing krippendorff’s alpha-reliability
Klaus Krippendorff. 2011 · 2011
Earlier work this paper cites.
Global burden of mental disorders and the need for a comprehensive, coordinated response from health and social sectors at the country level
World Health Organization et al. 2011 · 2011
Earlier work this paper cites.
Impact of exchanges and client–therapist alliance in online-text psychotherapy
D’Arcy J Reynolds Jr, William B Stiles, A John Bailer, and Michael R Hughes. 2013 · 2013
Earlier work this paper cites.
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health
Tim Althoff, Kevin Clark, and Jure Leskovec. 2016 · 2016
Earlier work this paper cites.
The social impact of natural language processing
Dirk Hovy and Shannon L Spruit. 2016 · 2016
Earlier work this paper cites.
A diversity-promoting objective function for neural conversation models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan. 2016 · 2016
Earlier work this paper cites.
Ethical research protocols for social media health research
Adrian Benton, Glen Coppersmith, and Mark Dredze. 2017 · 2017
Earlier work this paper cites.
The language of social support in social media and its effect on suicidal ideation risk
Munmun De Choudhury and Emre Kiciman. 2017 · 2017
Cited alongside, same era.
Delivering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully automated conversational agent (woebot): a randomized controlled trial
Kathleen Kara Fitzpatrick, Alison Darcy, and Molly Vierhile. 2017 · 2017
Cited alongside, same era.
A short review of ethical challenges in clinical natural language processing
Simon Suster, Stéphan Tulkens, and W. Daelemans. 2017 · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
Depression and self-harm risk assessment in online forums
Andrew Yates, Arman Cohan, and Nazli Goharian. 2017 · 2017
Cited alongside, same era.
Clpsych 2019 shared task: Predicting the degree of suicide risk in reddit posts
Ayah Zirikly, Philip Resnik, Ozlem Uzuner, and Kristy Hollingshead. 2019 · 2019
Later among the works it cites.
Using topic modeling to detect and describe self-injurious and related content on a large-scale digital platform
Peter J Franz, Erik C Nook, Patrick Mair, and Matthew K Nock. 2020 · 2020
Later among the works it cites.
Effectiveness of digital psychological interventions for mental health problems in low-income and middle-income countries: a systematic review and meta-analysis
Zhongfang Fu, Huibert Burger, Retha Arjadi, and Claudi LH Bockting. 2020 · 2020
Later among the works it cites.
The curious case of neural text degeneration
Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, and Yejin Choi. 2020 · 2020
Later among the works it cites.
A computational approach to understanding empathy expressed in text-based mental health support
Ashish Sharma, Adam Miner, David Atkins, and Tim Althoff. 2020 · 2020
Later among the works it cites.
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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
Cited alongside, same era.
Polite dialogue generation without parallel data
Tong Niu and Mohit Bansal. 2018 · 2018
Cited alongside, same era.
The digital revolution and its impact on mental health care
Sandra Bucci, Matthias Schwannauer, and Natalie Berry. 2019 · 2019
Cited alongside, same era.
Latent suicide risk detection on microblog via suicide-oriented word embeddings and layered attention
Lei Cao, Huijun Zhang, Ling Feng, Zihan Wei, Xin Wang, Ningyun Li, and Xiaohao He. 2019 · 2019
Cited alongside, same era.
Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
Cited alongside, same era.
Detection of depression-related posts in reddit social media forum
Michael M Tadesse, Hongfei Lin, Bo Xu, and Liang Yang. 2019 · 2019
Cited alongside, same era.
Finding your voice: The linguistic development of mental health counselors
Justine Zhang, Robert Filbin, Christine Morrison, Jaclyn Weiser, and Cristian Danescu-Niculescu-Mizil. 2019 · 2019
Cited alongside, same era.
World mental health day: an opportunity to kick-start a massive scale-up in investment in mental health
The World Health Organization. 2020 · 2020
Later among the works it cites.
Emotional first aid dataset
Hailiang Wang, Zhizhi Wu, and Jiayuan Lang. 2020 · 2020
Later among the works it cites.
Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Remi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander Rush. 2020 · 2020
Later among the works it cites.
Inferring social media users’ mental health status from multimodal information
Zhentao Xu, Verónica Pérez-Rosas, and Rada Mihalcea. 2020 · 2020
Later among the works it cites.
Towards emotional support dialog systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021 · 2021
Closest in time.
Comae: A multi-factor hierarchical framework for empathetic response generation
Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, and Minlie Huang. 2021 · 2021
Closest in time.