"You tell me": A Dataset of GPT-4-Based Behaviour Change Support Conversations

arXiv:2401.16167v2 Announce Type: replace-cross
Abstract: Conversational agents are increasingly used to address emotional needs on top of information needs. One use case of increasing interest are counselling-style mental health and behaviour change interventions, with large language model (LLM)-based approaches becoming more popular. Research in this context so far has been largely system-focused, foregoing the aspect of user behaviour and the impact this can have on LLM-generated texts. To address this issue, we share a dataset containing text-based user interactions related …

abstract agents arxiv case change context conversational conversational agents conversations cs.cl cs.hc dataset gpt gpt-4 health information language language model large language large language model llm mental health popular research style support type