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Dialogue systems for mental health care aim to provide appropriate support to individuals experiencing mental distress.
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
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Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit
Jacob Cohen. 1968 · 1968
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The phq-9: validity of a brief depression severity measure
Kurt Kroenke, Robert L Spitzer, and Janet BW Williams. 2001 · 2001
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SynthDST: Synthetic data is all you need for few-shot dialog state tracking
Atharva Kulkarni, Bo-Hsiang Tseng, Joel Moniz, Dhivya Piraviperumal, Hong Yu, and Shruti Bhargava. 2024 · 2001
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Helping Skills: Facilitating, Exploration, Insight, and Action , 3 edition
Clara E. Hill. 2009 · 2009
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The phq-8 as a measure of current depression in the general population
Kurt Kroenke, Tara W Strine, Robert L Spitzer, Janet BW Williams, Joyce T Berry, and Ali H Mokdad. 2009 · 2009
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“i didn’t know what was wrong:” how people with undiagnosed depression recognize, name and explain their distress
Ronald M Epstein, Paul R Duberstein, Mitchell D Feldman, Aaron B Rochlen, Robert A Bell, Richard L Kravitz, Camille Cipri, Jennifer D Becker, Patricia M Bamonti, and Debora A Paterniti. 2010 · 2010
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Reproducibility and diagnostic accuracy of kellgren-lawrence grading for osteoarthritis using radiographs and dual-energy x-ray absorptiometry images
Kanako Yoshida, Rebecca J Barr, Sandro Galea-Soler, Richard M Aspden, David M Reid, and Jennifer S Gregory. 2015 · 2015
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Deal or no deal? end-to-end learning of negotiation dialogues
Mike Lewis, Denis Yarats, Yann Dauphin, Devi Parikh, and Dhruv Batra. 2017 · 2017
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Dailydialog: A manually labelled multi-turn dialogue dataset
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017 · 2017
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Measuring depression symptom severity from spoken language and 3d facial expressions
Albert Haque, Michelle Guo, Adam S Miner, and Li Fei-Fei. 2018 · 2018
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Automated depression analysis using convolutional neural networks from speech
Lang He and Cui Cao. 2018 · 2018
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Sequence-to-sequence data augmentation for dialogue language understanding
Yutai Hou, Yijia Liu, Wanxiang Che, and Ting Liu. 2018 · 2018
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Emotionlines: An emotion corpus of multi-party conversations
Chao-Chun Hsu, Sheng-Yeh Chen, Chuan-Chun Kuo, Ting-Hao Huang, and Lun-Wei Ku. 2018 · 2018
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Semeval-2019 task 3: Emocontext contextual emotion detection in text
Ankush Chatterjee, Kedhar Nath Narahari, Meghana Joshi, and Puneet Agrawal. 2019 · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin Ming-Wei Chang Kenton and Lee Kristina Toutanova. 2019 · 2019
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Positive emotion elicitation in chat-based dialogue systems
Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, and Satoshi Nakamura. 2019 · 2019
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Towards empathetic open-domain conversation models: A new benchmark and dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau. 2019 · 2019
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Avec 2019 workshop and challenge: state-of-mind, detecting depression with ai, and cross-cultural affect recognition
Fabien Ringeval, Björn Schuller, Michel Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Messner, et al. 2019 · 2019
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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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Quadratic weighted kappa score exploration in diabetic retinopathy severity classification using efficientnet
Lincoln Chivinge, Leslie Kudzai Nyandoro, and Kudakwashe Zvarevashe. 2022 · 2022
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LoRA: Low-rank adaptation of large language models
Edward J Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen. 2022 · 2022
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Knowledge bridging for empathetic dialogue generation
Qintong Li, Piji Li, Zhaochun Ren, Pengjie Ren, and Zhumin Chen. 2022 · 2022
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Chatbot-delivered psychotherapy for adults with depressive and anxiety symptoms: A systematic review and meta-regression
Shi Min Lim, Chyi Wey Claudine Shiau, Ling Jie Cheng, and Ying Lau. 2022 · 2022
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Target-guided open-domain conversation
Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric Xing, and Zhiting Hu. 2019 · 2019
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Emotion-aware chat machine: Automatic emotional response generation for human-like emotional interaction
Wei Wei, Jiayi Liu, Xianling Mao, Guibing Guo, Feida Zhu, Pan Zhou, and Yuchong Hu. 2019 · 2019
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Cosmic: Commonsense knowledge for emotion identification in conversations
Deepanway Ghosal, Navonil Majumder, Alexander Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2020
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Automated assessment of psychiatric disorders using speech: A systematic review
Daniel M Low, Kate H Bentley, and Satrajit S Ghosh. 2020 · 2020
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Mime: Mimicking emotions for empathetic response generation
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, Rada Mihalcea, and Soujanya Poria. 2020 · 2020
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Loss functions for optimizing kappa as the evaluation measure for classifying diabetic retinopathy and prostate cancer images
Rajendran Nirthika, Siyamalan Manivannan, and Amirthalingam Ramanan. 2020 · 2020
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Emptransfo: A multi-head transformer architecture for creating empathetic dialog systems
Rohola Zandie and Mohammad H Mahoor. 2020 · 2020
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Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022 · 2022
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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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Pal: Persona-augmented emotional support conversation generation
Jiale Cheng, Sahand Sabour, Hao Sun, Zhuang Chen, and Minlie Huang. 2023 · 2023
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Soda: Million-scale dialogue distillation with social commonsense contextualization
Hyunwoo Kim, Jack Hessel, Liwei Jiang, Peter West, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, et al. 2023 · 2023
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Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al. 2023 · 2023
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Data augmentation using llms: Data perspectives, learning paradigms and challenges
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, and Shafiq Joty. 2024 · 2024
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Kocosa: Korean context-aware sarcasm detection dataset
Yumin Kim, Heejae Suh, Mingi Kim, Dongyeon Won, and Hwanhee Lee. 2024 · 2024
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Stylechat: Learning recitation-augmented memory in llms for stylized dialogue generation
Jinpeng Li, Zekai Zhang, Quan Tu, Xin Cheng, Dongyan Zhao, and Rui Yan. 2024 · 2024
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