[Adapt] [Seminar] Mental Health Analysis with LLM

[汤浩]

Hi Adapters,




In this talk, I will first introduce Diagnosis of Thought Prompting, a method for Ccognitive Distortion Detection using LLM.

Then, I will further introduce the interpretable mental health analysis. Specifically, a framework of evaluation and a model named MentaLLaMA will be shown.
By exploring these topics, we can gain insights about mental health analysis with LLM.



Reference papers:
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting (EMNLP 2023 findings)
https://arxiv.org/abs/2310.07146



Towards Interpretable Mental Health Analysis with Large Language Models (EMNLP 2023)
https://arxiv.org/abs/2304.03347



MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models (work in progress)

https://arxiv.org/abs/2309.13567





Time: Wed 10 am. - 11:30 am.
Meeting link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2VmMTU5MzgtODUzOC00NmU4LTg0MzktNGFjNDdiMmIwYTI1%40thread.v2/0?context=%7b%22Tid%22%3a%225cdc5b43-d7be-4caa-8173-729e3b0a62d9%22%2c%22Oid%22%3a%221a8b9fa0-af57-4a1c-9390-22d1c201d622%22%7d

Best wishes,


Hao
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