Lastly, there is a risk that individuals may become overly reliant on chatbots for their mental health needs, potentially neglecting the importance of seeking professional help. Chatbots are not equipped to diagnose or treat severe mental health conditions, and relying solely on the...
In this chapter, we provide an overview on chatbot systems in mental health. Artificial intelligence is exploited in such systems for natural language understanding, to create a human-like conversation and to make appropriate recommendations given a specific user utterance and mental state. Potential ...
Panic attacks can happen to anyone, but having more than one may be a sign of panic disorder, a mental health condition characterized by sudden and repeated panic attacks." 翻译中文,如下所示: "<HUMAN>: 什么是惊恐发作? <ASSISTANT>: 惊恐发作突然发作,伴随着强烈且常常不可抑制的恐惧。它们伴随...
Artificial intelligence has found its way into nearly every part of our lives – forecasting weather, diagnosing diseases, writing term papers. And now, as we first reported last spring, AI is probing that most human of places, our psyches -- offering mental h...
Psychologists reviewed 31 studies published between 2017 and 2023 which examined the use of chatbots as mental health interventions. The evidence shows that these artificial intelligence tools are generally well-received by users and demonstrate promisin
The upsides are clear: the chatbots are free; they are available 24 hours a day; and people can use them in private. Now for the downsides: there is limited data that the chatbots improve mental health; and they h...
AI wearing a suit and monitoring a graph. (credit: PXFUEL) While digital mental health tools have existed for well over a decade, there are now more than 40 mental health chatbots globally, according to the International Journal of Medical Informatics. ...
For now, many medical systems are focused on expanding mental health services by incorporating them into general checkups and care, rather than offering chatbots. “There’s a whole host of questions we need to understand about this technology so we can ultimatel...
我安装了bitsandbytes(用于LLM的量化)、PEFT(用于LoRA参数的微调)、datasets(用于加载HF数据集)、wandb(用于监测微调指标)和trl(用于使用有监督的微调步骤训练Transformer LLMs)。 此外,我还从HuggingFace数据集中加载了一款心理健康对话数据集(heliosbrahma/mental_health_chatbot_dataset[3])。该数据集只包含一个名为...
Mental health chatbots are a scalable way to help users cope with anxiety and depression, and Woebot is leading the way by utilizing AI-powered humor and empathy.