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Reframing a negative into a positive thought is at the crux of several cognitive approaches to mental health and psychotherapy that could be made more accessible by large language model-based solutions.
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Cognitive restructuring
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Therapist use of socratic questioning predicts session-to-session symptom change in cognitive therapy for depression
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Michael Tanana, Kevin Hallgren, Zac Imel, David Atkins, Padhraic Smyth, and Vivek Srikumar. 2015 · 2015
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Predictive linguistic features of schizophrenia
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Depression and self-harm risk assessment in online forums
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Adam Goodkind, Michelle Lee, Gary E. Martin, Molly Losh, and Klinton Bicknell. 2018 · 2018
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Jacopo Amidei, Paul Piwek, and Alistair Willis. 2019 · 2019
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Jie Cao, Michael Tanana, Zac Imel, Eric Poitras, David Atkins, and Vivek Srikumar. 2019 · 2019
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Automatically generating psychiatric case notes from digital transcripts of doctor-patient conversations
Nazmul Kazi and Indika Kahanda. 2019 · 2019
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Identifying therapist conversational actions across diverse psychotherapeutic approaches
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The Thinker‘s Guide to Socratic Questioning
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Keith Harrigian, Carlos Aguirre, and Mark Dredze. 2020 · 2020
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Beng Heng Ang, Sujatha Das Gollapalli, and See-Kiong Ng. 2023 · 2023
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A synthetic data generation framework for grounded dialogues
Jianzhu Bao, Rui Wang, Yasheng Wang, Aixin Sun, Yitong Li, Fei Mi, and Ruifeng Xu. 2023 · 2023
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Marina Björnsdóttir, Nora Hollenstein, and Maria Barrett. 2023 · 2023
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