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This paper presents ChatCounselor, a large language model (LLM) solution designed to provide mental health support.
No health without mental health
Prince, M., Patel, V., Saxena, S., Maj, M., Maselko, J., Phillips, M. R., and Rahman, A · 2007
Earlier work this paper cites.
Helping skills: Facilitating, exploration, insight, and action
Hill, C. E · 2009
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From the stressed adolescent to the anxious and depressed adult: investigations in rodent models
McCormick, C., and Green, M · 2013
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From stress to inflammation and major depressive disorder: a social signal transduction theory of depression
Slavich, G. M., and Irwin, M. R · 2014
Earlier work this paper cites.
An overview of the bioasq large-scale biomedical semantic indexing and question answering competition
Tsatsaronis, G., Balikas, G., Malakasiotis, P., Partalas, I., Zschunke, M., Alvers, M. R., Weissenborn, D., Krithara, A., Petridis, S., Polychronopoulos, D., et al · 2015
Earlier work this paper cites.
Training deep nets with sublinear memory cost
Chen, T., Xu, B., Zhang, C., and Guestrin, C · 2016
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Decoupled weight decay regularization
Loshchilov, I., and Hutter, F · 2017
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Long-term risks and possible benefits associated with late adolescent romantic relationship quality
Kansky, J., and Allen, J. P · 2018
Earlier work this paper cites.
Pubmedqa: A dataset for biomedical research question answering
Jin, Q., Dhingra, B., Liu, Z., Cohen, W. W., and Lu, X · 2019
Earlier work this paper cites.
Intergenerational relationship, family social support, and depression among chinese elderly: A structural equation modeling analysis
Li, C., Jiang, S., and Zhang, X · 2019
Earlier work this paper cites.
What disease does this patient have? a large-scale open domain question answering dataset from medical exams
Jin, D., Pan, E., Oufattole, N., Weng, W.-H., Fang, H., and Szolovits, P · 2021
Earlier work this paper cites.
Towards emotional support dialog systems
Liu, S., Zheng, C., Demasi, O., Sabour, S., Li, Y., Yu, Z., Jiang, Y., and Huang, M · 2021
Earlier work this paper cites.
Psyqa: A chinese dataset for generating long counseling text for mental health support
Sun, H., Lin, Z., Zheng, C., Liu, S., and Huang, M · 2021
Earlier work this paper cites.
Pal: Persona-augmented emotional support conversation generation
Cheng, J., Sabour, S., Sun, H., Chen, Z., and Huang, M · 2022
Cited alongside, same era.
Glm: General language model pretraining with autoregressive blank infilling
Du, Z., Qian, Y., Liu, X., Ding, M., Qiu, J., Yang, Z., and Tang, J · 2022
Cited alongside, same era.
Zero-shot recommendation as language modeling
Sileo, D., Vossen, W., and Raymaekers, R · 2022
Cited alongside, same era.
Chatgpt: The end of online exam integrity?
Susnjak, T · 2022
Cited alongside, same era.
Anxiety disorders: a review of current literature
Thibaut, F · 2022
Cited alongside, same era.
Case: Aligning coarse-to-fine cognition and affection for empathetic response generation
Chatdoctor: A medical chat model fine-tuned on a large language model meta-ai (llama) using medical domain knowledge
Li, Y., Li, Z., Zhang, K., Dan, R., Jiang, S., and Zhang, Y · 2023
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Chatdoctor: A medical chat model fine-tuned on a large language model meta-ai (llama) using medical domain knowledge
Li, Y., Li, Z., Zhang, K., Dan, R., Jiang, S., and Zhang, Y · 2023
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On the educational impact of chatgpt: Is artificial intelligence ready to obtain a university degree?
Malinka, K., Peresíni, M., Firc, A., Hujnak, O., and Janus, F · 2023
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A brief report on lawgpt 1.0: A virtual legal assistant based on gpt-3
Nguyen, H.-T · 2023
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Autogen: A personalized large language model for academic enhancement—ethics and proof of principle
Porsdam Mann, S., Earp, B. D., Møller, N., Vynn, S., and Savulescu, J · 2023
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Zhou, J., Zheng, C., Wang, B., Zhang, Z., and Huang, M · 2022
Cited alongside, same era.
Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality, March 2023
Chiang, W.-L., Li, Z., Lin, Z., Sheng, Y., Wu, Z., Zhang, H., Zheng, L., Zhuang, S., Zhuang, Y., Gonzalez, J. E., Stoica, I., and Xing, E. P · 2023
Cited alongside, same era.
Chatlaw: Open-source legal large language model with integrated external knowledge bases
Cui, J., Li, Z., Yan, Y., Chen, B., and Yuan, L · 2023
Cited alongside, same era.
Lmflow: An extensible toolkit for finetuning and inference of large foundation models
Diao, S., Pan, R., Dong, H., Shum, K., Zhang, J., Xiong, W., and Zhang, T · 2023
Cited alongside, same era.
Fu, G., Zhao, Q., Li, J., Luo, D., Song, C., Zhai, W., Liu, S., Wang, F., Wang, Y., Cheng, L., et al · 2023
Cited alongside, same era.
Large language models as zero-shot conversational recommenders
He, Z., Xie, Z., Jha, R., Steck, H., Liang, D., Feng, Y., Majumder, B. P., Kallus, N., and McAuley, J · 2023
Cited alongside, same era.
Large language models are zero-shot rankers for recommender systems
Hou, Y., Zhang, J., Lin, Z., Lu, H., Xie, R., McAuley, J., and Zhao, W. X · 2023
Cited alongside, same era.
Smile: Single-turn to multi-turn inclusive language expansion via chatgpt for mental health support
Qiu, H., He, H., Zhang, S., Li, A., and Lan, Z · 2023
Closest in time.
A benchmark for understanding dialogue safety in mental health support
Qiu, H., Zhao, T., Li, A., Zhang, S., He, H., and Lan, Z · 2023
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Lamp: When large language models meet personalization, 2023
Salemi, A., Mysore, S., Bendersky, M., and Zamani, H · 2023
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Mind meets machine: Unravelling gpt-4’s cognitive psychology
Singh, M., SB, V., Malviya, N., et al · 2023
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Stanford alpaca: An instruction-following llama model, 2023
Taori, R., Gulrajani, I., Zhang, T., Dubois, Y., Li, X., Guestrin, C., Liang, P., and Hashimoto, T. B · 2023
Closest in time.
Llama: Open and efficient foundation language models
Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M.-A., Lacroix, T., Rozière, B., Goyal, N., Hambro, E., Azhar, F., et al · 2023
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Bloomberggpt: A large language model for finance
Wu, S., Irsoy, O., Lu, S., Dabravolski, V., Dredze, M., Gehrmann, S., Kambadur, P., Rosenberg, D., and Mann, G · 2023
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Huatuogpt, towards taming language model to be a doctor
Zhang, H., Chen, J., Jiang, F., Yu, F., Chen, Z., Li, J., Chen, G., Wu, X., Zhang, Z., Xiao, Q., et al · 2023
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