地球资源数据云——数据资源详情
NLP心理健康对话
该数据集《NLP Mental Health Conversations》主要用于监督学习任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Stimulating AI - Driven Mental Health Guidance 任务类型：文本监督学习。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：train.csv。 _____ NLP Mental Health Conversations Stimulating AI - Driven Mental Health Guidance By Huggingface Hub [[source]](https://huggingface.co/datasets/Amod/mental_health_counseling_conversations) _____ About this dataset This dataset contains conversations between users and experienced psychologists related to mental health topics. Carefully collected and anonymized, the data can be used to further the development of Natural Language Processing (NLP) models which focus on providing mental health advice and guidance. It consists of a variety of questions which will help train NLP models to provide users with appropriate advice in response to their queries. Whether you're an AI developer interested in building the next wave of mental health applications or a therapist looking for insights into how technology is helping people connect; this dataset provides invaluable support for advancing our understanding of human relationships through Artificial Intelligence
摘要概览
该数据集《NLP Mental Health Conversations》主要用于监督学习任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Stimulating AI - Driven Mental Health Guidance
任务类型：文本监督学习。
建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：train.csv。
_____ NLP Mental Health Conversations Stimulating AI - Driven Mental Health Guidance By Huggingface Hub [[source]](https://huggingface.co/datasets/Amod/mental_health_counseling_conversations) _____
About this dataset
This dataset contains conversations between users and experienced psychologists related to mental health topics. Carefully collected and anonymized, the data can be used to further the development of Natural Language Processing (NLP) models which focus on providing mental health advice and guidance.
It consists of a variety of questions which will help train NLP models to provide users with appropriate advice in response to their queries.
Whether you're an AI developer interested in building the next wave of mental health applications or a therapist looking for insights into how technology is helping people connect; this dataset provides invaluable support for advancing our understanding of human relationships through Artificial Intelligence