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Communication success relies heavily on reading participants' reactions.
Persuasion for good: Towards a personalized persuasive dialogue system for social good
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Finding your voice: The linguistic development of mental health counselors
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The working alliance: A flagship for the “scientist-practitioner” model in psychotherapy
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Which helper behaviors and intervention styles are related to better short-term outcomes in telephone crisis intervention? results from a silent monitoring study of calls to the us 1–800-suicide network
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Helping skills: Facilitating, exploration, insight, and action
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A computational approach to understanding empathy expressed in text-based mental health support
Ashish Sharma, Adam S Miner, David C Atkins, and Tim Althoff. 2020 · 2009
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The therapeutic relationship
John C Norcross. 2010 · 2010
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Depression detection by analyzing social media posts of user
Nafiz Al Asad, Md. Appel Mahmud Pranto, Sadia Afreen, and Md. Maynul Islam. 2019 · 2019
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Observing dialogue in therapy: Categorizing and forecasting behavioral codes
Jie Cao, Michael Tanana, Zac Imel, Eric Poitras, David Atkins, and Vivek Srikumar. 2019 · 2019
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Identifying therapist conversational actions across diverse psychotherapeutic approaches
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Conversation model fine-tuning for classifying client utterances in counseling dialogues
Sungjoon Park, Donghyun Kim, and Alice Oh. 2019a · 2019
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What makes a good counselor? learning to distinguish between high-quality and low-quality counseling conversations
Verónica Pérez-Rosas, Xinyi Wu, Kenneth Resnicow, and Rada Mihalcea. 2019 · 2019
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Keith Harrigian, Carlos Alejandro Aguirre, and Mark Dredze. 2021 · 2011
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A computational approach to politeness with application to social factors
Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, and Christopher Potts. 2013 · 2013
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How collaboration in therapy becomes therapeutic: The therapeutic collaboration coding system
Eugénia Ribeiro, António P Ribeiro, Miguel M Gonçalves, Adam O Horvath, and William B Stiles. 2013 · 2013
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Working alliance predicts psychotherapy outcome even while controlling for prior symptom improvement
Fredrik Falkenström, Fredrik Granström, and Rolf Holmqvist. 2014 · 2014
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Expertise in psychotherapy: An elusive goal?
Terence JG Tracey, Bruce E Wampold, James W Lichtenberg, and Rodney K Goodyear. 2014 · 2014
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Is training effective? a study of counseling psychology doctoral trainees in a psychodynamic/interpersonal training clinic
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Recursive neural networks for coding therapist and patient behavior in motivational interviewing
Michael Tanana, Kevin Hallgren, Zac Imel, David Atkins, Padhraic Smyth, and Vivek Srikumar. 2015 · 2015
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Revisiting pre-trained models for Chinese natural language processing
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, and Guoping Hu. 2020 · 2020
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Machine learning and natural language processing in psychotherapy research: Alliance as example use case
Simon B Goldberg, Nikolaos Flemotomos, Victor R Martinez, Michael J Tanana, Patty B Kuo, Brian T Pace, Jennifer L Villatte, Panayiotis G Georgiou, Jake Van Epps, Zac E Imel, et al. 2020 · 2020
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Don’t stop pretraining: Adapt language models to domains and tasks
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A. Smith. 2020 · 2020
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Challenges in building intelligent open-domain dialog systems
Minlie Huang, Xiaoyan Zhu, and Jianfeng Gao. 2020 · 2020
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Quantifying intimacy in language
Jiaxin Pei and David Jurgens. 2020 · 2020
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Inferring social media users’ mental health status from multimodal information
Zhentao Xu, Verónica Pérez-Rosas, and Rada Mihalcea. 2020 · 2020
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Balancing objectives in counseling conversations: Advancing forwards or looking backwards
Justine Zhang and Cristian Danescu-Niculescu-Mizil. 2020 · 2020
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The importance of modeling social factors of language: Theory and practice
Dirk Hovy and Diyi Yang. 2021 · 2021
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Towards emotional support dialog systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021 · 2021
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Towards facilitating empathic conversations in online mental health support: A reinforcement learning approach
Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, and Tim Althoff. 2021 · 2021
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Psyqa: A chinese dataset for generating long counseling text for mental health support
Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu, and Minlie Huang. 2021 · 2021
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Towards low-resource real-time assessment of empathy in counselling
Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero, and Daniele Riboni. 2021 · 2021
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Towards automated real-time evaluation in text-based counseling
Anqi Li, Jingsong Ma, Lizhi Ma, Pengfei Fang, Hongliang He, and Zhenzhong Lan. 2022 · 2022
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