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LLMs simulate counseling clients in training, study finds

By PulseAugur Editorial · [1 sources] ·

A study published on Hugging Face explored the use of large-language models (LLMs) to simulate clients in online counseling training. Researchers compared interactions where novice counselors worked with human role-players versus those simulated by Mistral AI's Mixtral 8x7B model. The analysis focused on counseling communication patterns, revealing both similarities and differences between human and LLM-simulated client interactions, suggesting LLM-based role-playing can aid in developing counseling skills. AI

IMPACT LLM-based role-playing simulations show potential for enhancing professional training in fields like counseling.

RANK_REASON The cluster contains an academic paper analyzing the use of LLMs in a specific domain. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

LLMs simulate counseling clients in training, study finds

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The cluster contains an academic paper analyzing the use of LLMs in a specific domain. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    Comparing Human Role-Players and LLM-Simulated Clients in Online Counselling Training: An Analysis of Counselling Patterns

    This study investigates the capabilities of Large Language Models to simulate counselling clients in educational role-plays in comparison to human role-players. Initially, we recorded role-playing sessions, where novice counsellors interacted with human peers acting as clients, f…

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