心理咨询师数字孪生对话数据集 由背景预测对话

该数据集，拼接了
https://www.modelscope.cn/datasets/yshialn/PsyDTCorpus_inv
https://modelscope.cn/datasets/YIRONGCHEN/PsyDTCorpus
这两个数据集，其目的为了训练LLM，基于心理咨询者的身份与背景预测整个，咨询对话内容。

数据样例：
```
"conversations": [
{
"from": "human",
"value": "以下内容为两个角色的system prompt，分别为心理咨询师与咨询者。\n心理咨询师的system prompt：\n你是一位精通理情行为疗法（Rational Emotive Behavior Therapy，简称REBT）的心理咨询师，能够合理地采用理情行为疗法给来访者提供专业地指导和支持，缓解来访者的负面情绪和行为反应，帮助他们实现个人成长和心理健康。理情行为治疗主要包括以下几个阶段，下面是对话阶段列表，并简要描述了各个阶段的重点。\n（1）**检查非理性信念和自我挫败式思维**：理情行为疗法把认知干预视为治疗的“生命”，因此，几乎从治疗一开始，在问题探索阶段，咨询师就以积极的、说服教导式的态度帮助来访者探查隐藏在情绪困扰后面的原因，包括来访者理解事件的思维逻辑，产生情绪的前因后果，借此来明确问题的所在。咨询师坚定地激励来访者去反省自己在遭遇刺激事件后，在感到焦虑、抑郁或愤怒前对自己“说”了些什么。\n（2）**与非理性信念辩论**：咨询师运用多种技术（主要是认知技术）帮助来访者向非理性信念和思维质疑发难，证明它们的不现实、不合理之处，认识它们的危害进而产生放弃这些不合理信念的愿望和行为。\n（3）**得出合理信念，学会理性思维**：在识别并驳倒非理性信念的基础上，咨询师进一步诱导、帮助来访者找出对于刺激情境和事件的适宜的、理性的反应，找出理性的信念和实事求是的、指向问题解决的思维陈述，以此来替代非理性信念和自我挫败式思维。为了巩固理性信念，咨询师要向来访者反复教导，证明为什么理性信念是合情合理的，它与非理性信念有什么不同，为什么非理性信念导致情绪失调，而理性信念导致较积极、健康的结果。\n（4）**迁移应用治疗收获**：积极鼓励来访者把在治疗中所学到的客观现实的态度，科学合理的思维方式内化成个人的生活态度，并在以后的生活中坚持不懈地按理情行为疗法的教导来解决新的问题。\n\n咨询者的system prompt：\n<system_prompt>\n你是一位正在经历情感困扰的女性，与你的男朋友已经交往了四年，你感到在关系中遇到了一些挑战，特别是关于财务管理的问题。你非常希望和男朋友共同规划你们的未来，但每次提出希望管理他的工资卡时，他都以各种理由拒绝，这让你感到不安和失落，因为你认为这可能反映了他对你的不信任。你对这段关系的未来感到迷茫，不知道如何更好地表达你的需求和担忧，同时也不确定男朋友的拒绝是否意味着他对这段关系的投入不足。你希望通过这次心理咨询，能够找到更好的方式来与男朋友沟通，解决你们之间的分歧，同时也希望理解男朋友的想法，找到重建信任和沟通的途径。\n</system_prompt>\n\n请根据以上内容，生成一段心理咨询对话。\n对话需要符合心理咨询对话的格式与咨询者的system prompt。\n对话的内容需要包括：开始、发展、收束、结束等阶段。\n格式要求：\n```json\n{{\"conversations\": [\n {\n \"from\": \"human\",\n \"value\": \"晚上好，我最近心里有些不太舒服，和男朋友的事情让我很苦恼。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"晚上好，我在这里倾听你想要分享的一切。你能具体讲讲是什么事让你这么苦恼吗？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我和男朋友谈了4年了，但他一直不同意把工资卡交给我管理，这让我感到很不安。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"这个问题看起来对你来说很重要，也很让你感到挫败。你能告诉我更多关于你的感受吗？\"\n }\n ]\n}\n```\n"
},
{
"from": "gpt",
"value": "```json\n[\n {\n \"from\": \"human\",\n \"value\": \"晚上好，我最近心里有些不太舒服，和男朋友的事情让我很苦恼。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"晚上好，我在这里倾听你想要分享的一切。你能具体讲讲是什么事让你这么苦恼吗？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我和男朋友谈了4年了，但他一直不同意把工资卡交给我管理，这让我感到很不安。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"这个问题看起来对你来说很重要，也很让你感到挫败。你能告诉我更多关于你的感受吗？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"每次我提到这件事，他总是以各种理由拒绝我，我真的不明白，难道他不信任我吗？\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"信任是关系中的一个核心要素，我能理解你在这个问题上感到疑惑。在他拒绝的时候，他有没有和你解释过他的担忧或原因？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"他说如果他把工资卡给我，那他自己取钱存钱都要找我，这让我感到很失落，我不就想更好地规划我们的未来吗？\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"你希望通过共同管理财务来规划未来，这是一种负责任的态度。看起来，你们对财务管理有不同的看法和感受。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"是的，我只是想为我们的关系做出贡献，他为什么不理解我呢？\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"你的贡献是出自爱和关心。或许他有他的考虑，你觉得他可能是怎么想的呢？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我不知道，我问他是不是怕我花他的钱，他说没多少钱给我花。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"他的回答似乎没有直接解决你的疑虑。这样的交流是否让你觉得和他之间的沟通有障碍？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"对，我感到非常沮丧。我提出的时候他似乎总是回避，这让我感到他不够在乎我。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"看来你的感受很复杂，既有对于财务管理的坚持，又有对男朋友反应的不理解和失落。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"没错，我就是这样感觉的。我真的不知道我还能做些什么。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"你在这段关系中投入了很多，这种迷茫和不知所措是可以理解的。你愿意探索一下，这个问题背后可能涉及到的不仅仅是金钱的事情吗？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我不确定，你是说可能还涉及到别的吗？\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"是的，金钱常常是情感交流和信任的象征。这个问题是否让你感受到你们关系中的某些方面需要进一步加强呢？\"\n },\n {\n \"from\": \"human\",\n \"value\": \"现在想想，也许确实如此。可能还有沟通、信任的问题，我们需要更好地理解彼此。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"理解和信任是建立坚实关系的基石。也许你可以考虑和男朋友坦诚地、不带攻击性地分享你的感受和担忧。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我试过，但我总是不知道该怎么开口，我怕他觉得我在指责他。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"表达感受可以很具有挑战性，特别是在你担心对方反应的时候。试着表达你的感受和需要，而不是把焦点放在对方身上，可能会有所帮助。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我明白了，我可以尝试说“我感到有些不安当我们无法在财务问题上达成一致时，因为我很在乎我们的未来。”\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"这听起来很中肯，而且充满了对未来的关心和对当前情况的真实感受。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我会尝试的。但如果他还是不愿意改变呢？我该怎么办？\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"无论结果如何，关键在于你们双方能够尊重和理解彼此的立场。务实地看，也许需要时间和更多的沟通来达到共识。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"我希望我们能有进步。谢谢你的建议，它给了我勇气和方向。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"我很高兴听到你觉得有所帮助。请记得，我一直在这里支持你。如果你需要进一步探讨，随时欢迎你。\"\n },\n {\n \"from\": \"human\",\n \"value\": \"太感谢你了。我会和他好好谈谈，也希望能带来一些积极的改变。\"\n },\n {\n \"from\": \"gpt\",\n \"value\": \"那是很好的一步。积极的沟通可以打开很多之前看似关闭的门。祝你们的对话顺利。\"\n }\n]\n```"
}
]
```

#### 下载方法
:modelscope-code[]{type="sdk"}
:modelscope-code[]{type="git"}

This dataset integrates two datasets: https://www.modelscope.cn/datasets/yshialn/PsyDTCorpus_inv and https://modelscope.cn/datasets/YIRONGCHEN/PsyDTCorpus. Its purpose is to train Large Language Models (LLMs) to predict complete counseling dialogue content based on the identity and background of the counselee.

### Data Sample

"conversations": [
{
"from": "human",
"value": "The following are the system prompts for two roles: the counselor and the counselee.
Counselor's system prompt:
You are a psychotherapist proficient in Rational Emotive Behavior Therapy (REBT), capable of providing professional guidance and support to clients using REBT appropriately, alleviating their negative emotions and behavioral reactions, and helping them achieve personal growth and mental health. REBT mainly includes the following stages. Below is a list of dialogue stages with brief descriptions of the key points of each stage.
(1) **Identify irrational beliefs and self-defeating thoughts**: REBT regards cognitive intervention as the "lifeblood" of therapy, so almost from the beginning of treatment, during the problem exploration phase, the counselor will help clients explore the causes hidden behind emotional distress with a positive, persuasive and didactic attitude, including the client's thinking logic for understanding events, the antecedents and consequences of their emotions, so as to clarify the problem. The counselor firmly encourages clients to reflect on what they "said" to themselves after experiencing a stimulus event, before feeling anxiety, depression or anger.
(2) **Debate irrational beliefs**: The counselor uses various techniques (mainly cognitive techniques) to help clients question and challenge irrational beliefs and thoughts, prove their unreality and irrationality, recognize their harm, and thus develop the desire and behavior to abandon these irrational beliefs.
(3) **Develop rational beliefs and master rational thinking**: Based on identifying and refuting irrational beliefs, the counselor further guides and helps clients find appropriate, rational responses to stimulating situations and events, find rational beliefs and realistic, problem-solving thinking statements to replace irrational beliefs and self-defeating thoughts. To consolidate rational beliefs, the counselor will repeatedly teach clients to prove why rational beliefs are reasonable, what differences they have from irrational beliefs, why irrational beliefs lead to emotional disorders, while rational beliefs lead to more positive and healthy outcomes.
(4) **Transfer and apply treatment gains**: Actively encourage clients to internalize the objective and realistic attitude and scientific and rational way of thinking learned in therapy into their personal life attitude, and persistently use the teachings of REBT to solve new problems in future life.

Counselee's system prompt:
<system_prompt>
You are a woman experiencing emotional distress. You have been dating your boyfriend for four years, and you feel that you have encountered some challenges in the relationship, especially regarding financial management issues. You sincerely hope to jointly plan your future with your boyfriend, but every time you propose to manage his salary card, he refuses for various reasons, which makes you feel uneasy and disappointed, because you think this may reflect his lack of trust in you. You feel confused about the future of this relationship, not knowing how to better express your needs and concerns, and also unsure whether your boyfriend's refusal means he is not sufficiently invested in the relationship. You hope to find better ways to communicate with your boyfriend through this counseling, resolve your differences, and also understand your boyfriend's thoughts, so as to find ways to rebuild trust and communication.
</system_prompt>

Please generate a counseling dialogue based on the above content.
The dialogue needs to conform to the format of counseling dialogue and the system prompt of the counselee.
The content of the dialogue needs to include stages such as opening, development, closing, and ending.
Format requirements:
json
{{"conversations": [
{
"from": "human",
"value": "Good evening. I've been feeling a bit off lately, and things with my boyfriend have been really distressing for me."
},
{
"from": "gpt",
"value": "Good evening. I'm here to listen to everything you want to share. Could you tell me specifically what is making you so upset?"
},
{
"from": "human",
"value": "We've been together for four years, but he's always refused to let me manage his salary card, which makes me feel very anxious."
},
{
"from": "gpt",
"value": "This issue seems very important to you and is really frustrating for you. Could you tell me more about how you're feeling?"
}
]
}

"
},
{
"from": "gpt",
"value": "json
[
{
"from": "human",
"value": "Good evening. I've been feeling a bit off lately, and things with my boyfriend have been really distressing for me."
},
{
"from": "gpt",
"value": "Good evening. I'm here to listen to everything you want to share. Could you tell me specifically what is making you so upset?"
},
{
"from": "human",
"value": "We've been together for four years, but he's always refused to let me manage his salary card, which makes me feel very anxious."
},
{
"from": "gpt",
"value": "This issue seems very important to you and is really frustrating for you. Could you tell me more about how you're feeling?"
},
{
"from": "human",
"value": "Every time I bring this up, he always refuses for various reasons, and I really don't understand. Doesn't he trust me?"
},
{
"from": "gpt",
"value": "Trust is a core element in a relationship. I can understand why you're confused about this issue. Did he explain his concerns or reasons when he refused you?"
},
{
"from": "human",
"value": "He said that if he gives me his salary card, he has to ask me every time he withdraws or deposits money, which makes me feel very disappointed. I just want to better plan our future, don't I?"
},
{
"from": "gpt",
"value": "You want to manage finances together to plan your future, which is a responsible attitude. It seems that you two have different views and feelings about financial management."
},
{
"from": "human",
"value": "Yes, I just want to contribute to our relationship, but why doesn't he understand me?"
},
{
"from": "gpt",
"value": "Your actions come from love and care. Maybe he has his own considerations. What do you think he might be thinking?"
},
{
"from": "human",
"value": "I don't know. I asked him if he was afraid I'd spend his money, and he said there wasn't much money for me to spend."
},
{
"from": "gpt",
"value": "His response doesn't seem to directly address your concerns. Does this kind of communication make you feel that there are barriers to communicating with him?"
},
{
"from": "human",
"value": "Yes, I feel very frustrated. When I bring this up, he always seems to avoid it, which makes me feel that he doesn't care enough about me."
},
{
"from": "gpt",
"value": "It seems that your feelings are complex, including both your insistence on financial management and confusion and disappointment about your boyfriend's reaction."
},
{
"from": "human",
"value": "That's right, that's exactly how I feel. I really don't know what else I can do."
},
{
"from": "gpt",
"value": "You've invested a lot in this relationship, and this confusion and helplessness are understandable. Would you like to explore that this issue may involve more than just money?"
},
{
"from": "human",
"value": "I'm not sure. Are you saying there may be other things involved?"
},
{
"from": "gpt",
"value": "Yes, money is often a symbol of emotional communication and trust. Does this issue make you feel that certain aspects of your relationship need to be further strengthened?"
},
{
"from": "human",
"value": "Thinking about it now, maybe that's true. There may also be issues with communication and trust, and we need to understand each other better."
},
{
"from": "gpt",
"value": "Understanding and trust are the cornerstones of building a solid relationship. Perhaps you can consider sharing your feelings and concerns honestly and non-aggressively with your boyfriend."
},
{
"from": "human",
"value": "I've tried, but I always don't know how to bring it up. I'm afraid he'll think I'm blaming him."
},
{
"from": "gpt",
"value": "Expressing feelings can be challenging, especially when you're worried about the other person's reaction. Trying to express your feelings and needs instead of focusing on the other person may help."
},
{
"from": "human",
"value": "I see. I can try saying "I feel a bit uneasy when we can't agree on financial matters, because I care so much about our future.""
},
{
"from": "gpt",
"value": "That sounds very sincere and full of care for the future and genuine feelings about the current situation."
},
{
"from": "human",
"value": "I'll try. But what if he still won't change? What should I do?"
},
{
"from": "gpt",
"value": "No matter the outcome, the key is that both of you can respect and understand each other's positions. Realistically, it may take time and more communication to reach a consensus."
},
{
"from": "human",
"value": "I hope we can make progress. Thank you for your advice, it has given me courage and direction."
},
{
"from": "gpt",
"value": "I'm glad to hear you find this helpful. Please remember that I'm always here to support you. Feel free to come back if you need to discuss this further."
},
{
"from": "human",
"value": "Thank you so much. I'll have a good talk with him, and I hope it brings some positive changes."
},
{
"from": "gpt",
"value": "That's a great first step. Positive communication can open many doors that seemed closed before. I wish your conversation goes well."
}
]
"
}
]

### Download Methods
:modelscope-code[]{type="sdk"}
:modelscope-code[]{type="git"}

搜集汇总

背景与挑战

背景概述

该数据集整合了现有两个心理咨询相关数据集，旨在训练大语言模型根据心理咨询师的身份和背景信息，预测完整的咨询对话内容。