Unveiling and Mitigating Bias in Mental Health Analysis with Large
Language Models

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Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models

17 June 2024

Sara Alessandra Keller

Marieke M. van Buchem

Tina Hernandez-Boussard

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Papers citing "Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models"

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Title
TinyLlama: An Open-Source Small Language Model Peiyuan Zhang Guangtao Zeng Tianduo Wang Wei Lu ALM LRM 160 407 0 04 Jan 2024
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 73 53 0 09 Apr 2023
Evaluation of ChatGPT for NLP-based Mental Health Applications Bishal Lamichhane AI4MH LM&MA ELM 47 79 0 28 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,761 0 15 Mar 2023
Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis Yuqing Wang Yun Zhao R. Callcut Linda R. Petzold 62 18 0 28 Mar 2022
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,341 0 07 Oct 2016